@Preamble{
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# "\ifx \undefined \mathbf \def \mathbf #1{{\bf #1}} \fi"
# "\ifx \undefined \mathcal \def \mathcal #1{{\cal #1}} \fi"
# "\ifx \undefined \ocirc \def \ocirc #1{{\accent'27#1}} \fi"
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@String{ack-nhfb = "Nelson H. F. Beebe,
University of Utah,
Department of Mathematics, 110 LCB,
155 S 1400 E RM 233,
Salt Lake City, UT 84112-0090, USA,
Tel: +1 801 581 5254,
FAX: +1 801 581 4148,
e-mail: \path|beebe@math.utah.edu|,
\path|beebe@acm.org|,
\path|beebe@computer.org| (Internet),
URL: \path|https://www.math.utah.edu/~beebe/|"}
@String{j-SIAM-J-MATH-DATA-SCI = "SIAM Journal on Mathematics of Data Science"}
@Article{Kolda:2019:ISJ,
author = "Tamara G. Kolda",
title = "Introduction to {SIAM Journal on Mathematics of Data
Science (SIMODS)}",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "1--7",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19N974701",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Bolcskei:2019:OAS,
author = "Helmut B{\"o}lcskei and Philipp Grohs and Gitta
Kutyniok and Philipp Petersen",
title = "Optimal Approximation with Sparsely Connected Deep
Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "8--45",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M118709X",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Aberdam:2019:MLS,
author = "Aviad Aberdam and Jeremias Sulam and Michael Elad",
title = "Multi-Layer Sparse Coding: The Holistic Way",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "46--77",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1183352",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Montanelli:2019:NEB,
author = "Hadrien Montanelli and Qiang Du",
title = "New Error Bounds for Deep {ReLU} Networks Using Sparse
Grids",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "78--92",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1189336",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Trillos:2019:VLN,
author = "Nicolas Garcia Trillos",
title = "Variational Limits of {$k$-NN} Graph-Based Functionals
on Data Clouds",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "93--120",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1188999",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Anderson:2019:RD,
author = "Paul Anderson and Timothy Chartier and Amy
Langville",
title = "The Rankability of Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "121--143",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1183595",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
note = "See erratum \cite{Anderson:2019:ERD}.",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Udell:2019:WBD,
author = "Madeleine Udell and Alex Townsend",
title = "Why Are Big Data Matrices Approximately Low Rank?",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "144--160",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1183480",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{ElAlaoui:2019:DPD,
author = "Ahmed {El Alaoui} and Aaditya Ramdas and Florent
Krzakala and Lenka Zdeborov{\'a} and Michael I. Jordan",
title = "Decoding from Pooled Data: Sharp Information-Theoretic
Bounds",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "161--188",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1183339",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Arras:2019:SSO,
author = "Benjamin Arras and Markus Bachmayr and Albert Cohen",
title = "Sequential Sampling for Optimal Weighted Least Squares
Approximations in Hierarchical Spaces",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "189--207",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1189749",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Gao:2019:GPLa,
author = "Tingran Gao and Shahar Z. Kovalsky and Ingrid
Daubechies",
title = "{Gaussian} Process Landmarking on Manifolds",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "208--236",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1184035",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Gao:2019:GPLb,
author = "Tingran Gao and Shahar Z. Kovalsky and Doug M. Boyer
and Ingrid Daubechies",
title = "{Gaussian} Process Landmarking for Three-Dimensional
Geometric Morphometrics",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "1",
pages = "237--267",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1203481",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:14 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Tudisco:2019:NSM,
author = "Francesco Tudisco and Desmond J. Higham",
title = "A Nonlinear Spectral Method for {Core--Periphery}
Detection in Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "2",
pages = "269--292",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1183558",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:16 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Benson:2019:THE,
author = "Austin R. Benson",
title = "Three Hypergraph Eigenvector Centralities",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "2",
pages = "293--312",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1203031",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:16 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Linderman:2019:CSP,
author = "George C. Linderman and Stefan Steinerberger",
title = "Clustering with {$t$-SNE}, Provably",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "2",
pages = "313--332",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1216134",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:16 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Veldt:2019:MCO,
author = "Nate Veldt and David F. Gleich and Anthony Wirth and
James Saunderson",
title = "Metric-Constrained Optimization for Graph Clustering
Algorithms",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "2",
pages = "333--355",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1217152",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:16 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Yuan:2019:MSH,
author = "Baichuan Yuan and Hao Li and Andrea L. Bertozzi and P.
Jeffrey Brantingham and Mason A. Porter",
title = "Multivariate Spatiotemporal {Hawkes} Processes and
Network Reconstruction",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "2",
pages = "356--382",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1226993",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:14:16 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Chi:2019:RTC,
author = "Eric C. Chi and Stefan Steinerberger",
title = "Recovering Trees with Convex Clustering",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "383--407",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M121099X",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:26:03 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Luke:2019:OSM,
author = "D. Russell Luke and Shoham Sabach and Marc Teboulle",
title = "Optimization on Spheres: Models and Proximal
Algorithms with Computational Performance Comparisons",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "408--445",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1193025",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:26:03 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Malgouyres:2019:MCS,
author = "Fran{\c{c}}ois Malgouyres and Joseph Landsberg",
title = "Multilinear Compressive Sensing and an Application to
Convolutional Linear Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "446--475",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M119834X",
ISSN = "2577-0187",
bibdate = "Fri Aug 23 06:26:03 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Zhu:2019:SMD,
author = "Wei Zhu and Qiang Qiu and Bao Wang and Jianfeng Lu and
Guillermo Sapiro and Ingrid Daubechies",
title = "Stop Memorizing: a Data-Dependent Regularization
Framework for Intrinsic Pattern Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "476--496",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1236886",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Perry:2019:SCM,
author = "Amelia Perry and Jonathan Weed and Afonso S. Bandeira
and Philippe Rigollet and Amit Singer",
title = "The Sample Complexity of Multireference Alignment",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "497--517",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1214317",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Cohen:2019:ICD,
author = "Jeremy E. Cohen and Nicolas Gillis",
title = "Identifiability of Complete Dictionary Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "518--536",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1233339",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Tanner:2019:MRI,
author = "Jared Tanner and Andrew Thompson and Simon Vary",
title = "Matrix Rigidity and the Ill-Posedness of Robust {PCA}
and Matrix Completion",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "537--554",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1227846",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Aicher:2019:SGM,
author = "Christopher Aicher and Yi-An Ma and Nicholas J. Foti
and Emily B. Fox",
title = "Stochastic Gradient {MCMC} for State Space Models",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "555--587",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1214780",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Shnitzer:2019:RHC,
author = "Tal Shnitzer and Mirela Ben-Chen and Leonidas Guibas
and Ronen Talmon and Hau-Tieng Wu",
title = "Recovering Hidden Components in Multimodal Data with
Composite Diffusion Operators",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "588--616",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1218157",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Lee:2019:LFD,
author = "Jaeho Lee and Maxim Raginsky",
title = "Learning Finite-Dimensional Coding Schemes with
Nonlinear Reconstruction Maps",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "617--642",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1234461",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Anderson:2019:ERD,
author = "Paul Anderson and Timothy Chartier and Amy
Langville",
title = "Erratum: {The} Rankability of Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "3",
pages = "643--646",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1248996",
ISSN = "2577-0187",
bibdate = "Thu Oct 10 08:39:38 MDT 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
note = "See \cite{Anderson:2019:RD}.",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Aksoy:2019:LTA,
author = "Sinan G. Aksoy and Kathleen Nowak and Stephen J.
Young",
title = "A Linear-Time Algorithm and Analysis of Graph Relative
{Hausdorff} Distance",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "4",
pages = "647--666",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1248224",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:15 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Pamfil:2019:RMM,
author = "A. Roxana Pamfil and Sam D. Howison and Renaud
Lambiotte and Mason A. Porter",
title = "Relating Modularity Maximization and Stochastic Block
Models in Multilayer Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "4",
pages = "667--698",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1231304",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:15 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Baldi:2019:PTF,
author = "Pierre Baldi and Roman Vershynin",
title = "Polynomial Threshold Functions, Hyperplane
Arrangements, and Random Tensors",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "4",
pages = "699--729",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1257792",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:15 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Ho:2019:SSI,
author = "Nhat Ho and XuanLong Nguyen",
title = "Singularity Structures and Impacts on Parameter
Estimation in Finite Mixtures of Distributions",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "4",
pages = "730--758",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M122947X",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:15 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Antikacioglu:2019:NSW,
author = "Arda Antikacioglu and Tanvi Bajpai and R. Ravi",
title = "A New System-Wide Diversity Measure for
Recommendations with Efficient Algorithms",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "4",
pages = "759--779",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1226014",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:15 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Calder:2019:CLL,
author = "Jeff Calder",
title = "Consistency of {Lipschitz} Learning with Infinite
Unlabeled Data and Finite Labeled Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "1",
number = "4",
pages = "780--812",
month = "????",
year = "2019",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1199241",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:15 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2019",
}
@Article{Gunther:2020:LPT,
author = "Stefanie G{\"u}nther and Lars Ruthotto and Jacob B.
Schroder and Eric C. Cyr and Nicolas R. Gauger",
title = "Layer-Parallel Training of Deep Residual Neural
Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "1--23",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1247620",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Berthier:2020:AGN,
author = "Rapha{\"e}l Berthier and Francis Bach and Pierre
Gaillard",
title = "Accelerated Gossip in Networks of Given Dimension
Using {Jacobi} Polynomial Iterations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "24--47",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1244822",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Maroulas:2020:BFP,
author = "Vasileios Maroulas and Farzana Nasrin and Christopher
Oballe",
title = "A {Bayesian} Framework for Persistent Homology",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "48--74",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1268719",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Drees:2020:MDP,
author = "Holger Drees and Anja Jan{\ss}en and Sidney I. Resnick
and Tiandong Wang",
title = "On a Minimum Distance Procedure for Threshold
Selection in Tail Analysis",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "75--102",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1260463",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Mazumdar:2020:GBL,
author = "Eric Mazumdar and Lillian J. Ratliff and S. Shankar
Sastry",
title = "On Gradient-Based Learning in Continuous Games",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "103--131",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/18M1231298",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Abbe:2020:GPS,
author = "Emmanuel Abbe and Enric Boix-Adser{\`a} and Peter
Ralli and Colin Sandon",
title = "Graph Powering and Spectral Robustness",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "132--157",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1257135",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Aghasi:2020:FCP,
author = "Alireza Aghasi and Afshin Abdi and Justin Romberg",
title = "Fast Convex Pruning of Deep Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "158--188",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1246468",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Minster:2020:RAL,
author = "Rachel Minster and Arvind K. Saibaba and Misha E.
Kilmer",
title = "Randomized Algorithms for Low-Rank Tensor
Decompositions in the {Tucker} Format",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "189--215",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1261043",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Kuo:2020:GSS,
author = "Han-Wen Kuo and Yuqian Zhang and Yenson Lau and John
Wright",
title = "Geometry and Symmetry in Short-and-Sparse
Deconvolution",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "216--245",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1237569",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Thao:2020:PRS,
author = "Nguyen Hieu Thao and David Russell Luke and Oleg
Soloviev and Michel Verhaegen",
title = "Phase Retrieval with Sparse Phase Constraint",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "1",
pages = "246--263",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1266800",
ISSN = "2577-0187",
bibdate = "Thu May 28 11:57:17 MDT 2020",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Zhang:2020:DOC,
author = "Yuan Zhang and Elizaveta Levina and Ji Zhu",
title = "Detecting Overlapping Communities in Networks Using
Spectral Methods",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "265--283",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1272238",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Zheng:2020:SSL,
author = "Xinye Zheng and Jianbo Ye and James Z. Wang and Jia
Li",
title = "{SCOTT}: Shape-Location Combined Tracking with Optimal
Transport",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "284--308",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1253976",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Clum:2020:MCA,
author = "Charles Clum and Dustin G. Mixon and Theresa
Scarnati",
title = "Matching Component Analysis for Transfer Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "309--334",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1285123",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Schaub:2020:BIS,
author = "Michael T. Schaub and Santiago Segarra and John N.
Tsitsiklis",
title = "Blind Identification of Stochastic Block Models from
Dynamical Observations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "335--367",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1263340",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Lai:2020:CSC,
author = "Ming-Jun Lai and Daniel Mckenzie",
title = "Compressive Sensing for Cut Improvement and Local
Clustering",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "368--395",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1265971",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Cang:2020:PCD,
author = "Zixuan Cang and Guo-Wei Wei",
title = "Persistent Cohomology for Data With Multicomponent
Heterogeneous Information",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "396--418",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1272226",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Klatt:2020:ERO,
author = "Marcel Klatt and Carla Tameling and Axel Munk",
title = "Empirical Regularized Optimal Transport: Statistical
Theory and Applications",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "419--443",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1278788",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Zhang:2020:IFO,
author = "Anru R. Zhang and Yuetian Luo and Garvesh Raskutti and
Ming Yuan",
title = "{ISLET}: Fast and Optimal Low-Rank Tensor Regression
via Importance Sketching",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "444--479",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M126476X",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Li:2020:GBR,
author = "Yuan Li and Benjamin Mark and Garvesh Raskutti and
Rebecca Willett and Hyebin Song and David Neiman",
title = "Graph-Based Regularization for Regression Problems
with Alignment and Highly Correlated Designs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "480--504",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1287365",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Reeves:2020:NI,
author = "Thomas Reeves and Anil Damle and Austin R. Benson",
title = "Network Interpolation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "505--528",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1268380",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Combettes:2020:LCL,
author = "Patrick L. Combettes and Jean-Christophe Pesquet",
title = "{Lipschitz} Certificates for Layered Network
Structures Driven by Averaged Activation Operators",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "2",
pages = "529--557",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1272780",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:17 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Wang:2020:ERE,
author = "Bao Wang and Binjie Yuan and Zuoqiang Shi and Stanley
J. Osher",
title = "{EnResNet}: {ResNets} Ensemble via the {Feynman--Kac}
Formalism for Adversarial Defense and Beyond",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "559--582",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1265302",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Klebanov:2020:RTC,
author = "Ilja Klebanov and Ingmar Schuster and T. J.
Sullivan",
title = "A Rigorous Theory of Conditional Mean Embeddings",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "583--606",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1305069",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Adcock:2020:NOS,
author = "Ben Adcock and Juan M. Cardenas",
title = "Near-Optimal Sampling Strategies for Multivariate
Function Approximation on General Domains",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "607--630",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1279459",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Berner:2020:AGE,
author = "Julius Berner and Philipp Grohs and Arnulf Jentzen",
title = "Analysis of the Generalization Error: Empirical Risk
Minimization over Deep Artificial Neural Networks
Overcomes the Curse of Dimensionality in the Numerical
Approximation of {Black--Scholes} Partial Differential
Equations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "631--657",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M125649X",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Mukkamala:2020:CCB,
author = "Mahesh Chandra Mukkamala and Peter Ochs and Thomas
Pock and Shoham Sabach",
title = "Convex-Concave Backtracking for Inertial {Bregman}
Proximal Gradient Algorithms in Nonconvex
Optimization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "658--682",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1298007",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Breiding:2020:RPA,
author = "Paul Breiding and Orlando Marigliano",
title = "Random Points on an Algebraic Manifold",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "683--704",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1271178",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Trillos:2020:MPA,
author = "Nicolas Garc{\'\i}a Trillos and Ryan W. Murray",
title = "A Maximum Principle Argument for the Uniform
Convergence of Graph {Laplacian} Regressors",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "705--739",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1245372",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Fasino:2020:ECH,
author = "Dario Fasino and Francesco Tudisco",
title = "Ergodicity Coefficients for Higher-Order Stochastic
Processes",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "740--769",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1285214",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Fefferman:2020:RRM,
author = "Charles Fefferman and Sergei Ivanov and Matti Lassas
and Hariharan Narayanan",
title = "Reconstruction of a {Riemannian} Manifold from Noisy
Intrinsic Distances",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "770--808",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M126829X",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Bendory:2020:TMT,
author = "Tamir Bendory and Dan Edidin",
title = "Toward a Mathematical Theory of the Crystallographic
Phase Retrieval Problem",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "809--839",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M132136X",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Hou:2020:AAE,
author = "Thomas Y. Hou and Zhenzhen Li and Ziyun Zhang",
title = "Analysis of Asymptotic Escape of Strict Saddle Sets in
Manifold Optimization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "840--871",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M129437X",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Weir:2020:MMB,
author = "William H. Weir and Benjamin Walker and Lenka
Zdeborov{\'a} and Peter J. Mucha",
title = "Multilayer Modularity Belief Propagation to Assess
Detectability of Community Structure",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "872--900",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1279812",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Cuchiero:2020:DNN,
author = "Christa Cuchiero and Martin Larsson and Josef
Teichmann",
title = "Deep Neural Networks, Generic Universal Interpolation,
and Controlled {ODEs}",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "3",
pages = "901--919",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1284117",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:19 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Lopes:2020:MAC,
author = "Miles E. Lopes and Suofei Wu and Thomas C. M. Lee",
title = "Measuring the Algorithmic Convergence of Randomized
Ensembles: The Regression Setting",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "921--943",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1343300",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Ahmed:2020:TRU,
author = "Talal Ahmed and Haroon Raja and Waheed U. Bajwa",
title = "Tensor Regression Using Low-Rank and Sparse {Tucker}
Decompositions",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "944--966",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1299335",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Gupta:2020:SLP,
author = "Abhishek Gupta and Hao Chen and Jianzong Pi and Gaurav
Tendolkar",
title = "Some Limit Properties of {Markov} Chains Induced by
Recursive Stochastic Algorithms",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "967--1003",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1258104",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Vershynin:2020:MCN,
author = "Roman Vershynin",
title = "Memory Capacity of Neural Networks with Threshold and
Rectified Linear Unit Activations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1004--1033",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1314884",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Chodrow:2020:MUR,
author = "Philip S. Chodrow",
title = "Moments of Uniform Random Multigraphs with Fixed
Degree Sequences",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1034--1065",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1288772",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Kolda:2020:SGL,
author = "Tamara G. Kolda and David Hong",
title = "Stochastic Gradients for Large-Scale Tensor
Decomposition",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1066--1095",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1266265",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Cui:2020:ASN,
author = "Chunfeng Cui and Kaiqi Zhang and Talgat Daulbaev and
Julia Gusak and Ivan Oseledets and Zheng Zhang",
title = "Active Subspace of Neural Networks: Structural
Analysis and Universal Attacks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1096--1122",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1296070",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Sun:2020:LRT,
author = "Yiming Sun and Yang Guo and Charlene Luo and Joel
Tropp and Madeleine Udell",
title = "Low-Rank {Tucker} Approximation of a Tensor from
Streaming Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1123--1150",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1257718",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{DeLoera:2020:STT,
author = "Jesus A. {De Loera} and Thomas Hogan",
title = "Stochastic {Tverberg} Theorems With Applications in
Multiclass Logistic Regression, Separability, and
Centerpoints of Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1151--1166",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1277102",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Belkin:2020:TMD,
author = "Mikhail Belkin and Daniel Hsu and Ji Xu",
title = "Two Models of Double Descent for Weak Features",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1167--1180",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1336072",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Schaeffer:2020:ESS,
author = "Hayden Schaeffer and Scott G. McCalla",
title = "Extending the Step-Size Restriction for Gradient
Descent to Avoid Strict Saddle Points",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "2",
number = "4",
pages = "1181--1197",
month = "????",
year = "2020",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M129509X",
ISSN = "2577-0187",
bibdate = "Fri Mar 12 11:00:21 MST 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2020",
}
@Article{Osting:2021:CAA,
author = "Braxton Osting and Dong Wang and Yiming Xu and
Dominique Zosso",
title = "Consistency of Archetypal Analysis",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "1--30",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1331792",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Basu:2021:ASE,
author = "Amitabh Basu and Tu Nguyen and Ao Sun",
title = "Admissibility of Solution Estimators for Stochastic
Optimization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "31--51",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1291546",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{DeBortoli:2021:MEM,
author = "Valentin {De Bortoli} and Agn{\`e}s Desolneux and
Alain Durmus and Bruno Galerne and Arthur Leclaire",
title = "Maximum Entropy Methods for Texture Synthesis: Theory
and Practice",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "52--82",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1307731",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Tank:2021:CMD,
author = "Alex Tank and Xiudi Li and Emily B. Fox and Ali
Shojaie",
title = "The Convex Mixture Distribution: {Granger} Causality
for Categorical Time Series",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "83--112",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M133097X",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Jaffe:2021:SNJ,
author = "Ariel Jaffe and Noah Amsel and Yariv Aizenbud and Boaz
Nadler and Joseph T. Chang and Yuval Kluger",
title = "Spectral Neighbor Joining for Reconstruction of Latent
Tree Models",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "113--141",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1365715",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Cowen:2021:DSD,
author = "Lenore Cowen and Kapil Devkota and Xiaozhe Hu and
James M. Murphy and Kaiyi Wu",
title = "Diffusion State Distances: Multitemporal Analysis,
Fast Algorithms, and Applications to Biological
Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "142--170",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1324089",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Yurtsever:2021:SSP,
author = "Alp Yurtsever and Joel A. Tropp and Olivier Fercoq and
Madeleine Udell and Volkan Cevher",
title = "Scalable Semidefinite Programming",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "171--200",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1305045",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Aziznejad:2021:MRS,
author = "Shayan Aziznejad and Michael Unser",
title = "Multikernel Regression with Sparsity Constraint",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "201--224",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1318882",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Webber:2021:EBD,
author = "Robert J. Webber and Erik H. Thiede and Douglas Dow
and Aaron R. Dinner and Jonathan Weare",
title = "Error Bounds for Dynamical Spectral Estimation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "225--252",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1335984",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Ongie:2021:TMN,
author = "Greg Ongie and Daniel Pimentel-Alarc{\'o}n and Laura
Balzano and Rebecca Willett and Robert D. Nowak",
title = "Tensor Methods for Nonlinear Matrix Completion",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "253--279",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1323448",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Fanuel:2021:DSI,
author = "Michael Fanuel and Joachim Schreurs and Johan
Suykens",
title = "Diversity Sampling is an Implicit Regularization for
Kernel Methods",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "280--297",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1320031",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Doan:2021:FTP,
author = "Thinh T. Doan and Siva Theja Maguluri and Justin
Romberg",
title = "Finite-Time Performance of Distributed
Temporal-Difference Learning with Linear Function
Approximation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "298--320",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1311971",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Czaja:2021:TMF,
author = "Wojciech Czaja and Dong Dong and Pierre-Emmanuel Jabin
and Franck Olivier Ndjakou Njeunje",
title = "Transport Model for Feature Extraction",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "321--341",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1296926",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Haddock:2021:GWI,
author = "Jamie Haddock and Anna Ma",
title = "Greed Works: an Improved Analysis of Sampling
{Kaczmarz--Motzkin}",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "342--368",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1307044",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Boedihardjo:2021:PGS,
author = "March Boedihardjo and Shaofeng Deng and Thomas
Strohmer",
title = "A Performance Guarantee for Spectral Clustering",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "369--387",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1352193",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Landa:2021:DSN,
author = "Boris Landa and Ronald R. Coifman and Yuval Kluger",
title = "Doubly Stochastic Normalization of the {Gaussian}
Kernel Is Robust to Heteroskedastic Noise",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "388--413",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1342124",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Li:2021:GEM,
author = "Weilin Li",
title = "Generalization Error of Minimum Weighted Norm and
Kernel Interpolation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "414--438",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1359912",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Bauch:2021:RIL,
author = "Jonathan Bauch and Boaz Nadler and Pini Zilber",
title = "Rank $ 2 r $ Iterative Least Squares: Efficient
Recovery of Ill-Conditioned Low Rank Matrices from Few
Entries",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "1",
pages = "439--465",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1315294",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:14 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Boyd:2021:MDG,
author = "Zachary M. Boyd and Nicolas Fraiman and Jeremy
Marzuola and Peter J. Mucha and Braxton Osting and
Jonathan Weare",
title = "A Metric on Directed Graphs and {Markov} Chains Based
on Hitting Probabilities",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "467--493",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1348315",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Romanov:2021:MRA,
author = "Elad Romanov and Tamir Bendory and Or Ordentlich",
title = "Multi-Reference Alignment in High Dimensions: Sample
Complexity and Phase Transition",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "494--523",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1354994",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Zhang:2021:ELC,
author = "Ning Zhang and Yangjing Zhang and Defeng Sun and
Kim-Chuan Toh",
title = "An Efficient Linearly Convergent Regularized Proximal
Point Algorithm for Fused Multiple Graphical Lasso
Problems",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "524--543",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1344160",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Kueng:2021:BCD,
author = "Richard Kueng and Joel A. Tropp",
title = "Binary Component Decomposition. {Part I}: The
Positive-Semidefinite Case",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "544--572",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1278612",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Zhang:2021:NBB,
author = "Ruda Zhang and Roger Ghanem",
title = "Normal-Bundle Bootstrap",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "573--592",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1356002",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Abdolali:2021:SSM,
author = "Maryam Abdolali and Nicolas Gillis",
title = "Simplex-Structured Matrix Factorization:
Sparsity-Based Identifiability and Provably Correct
Algorithms",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "593--623",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1354982",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Adcock:2021:GBT,
author = "Ben Adcock and Nick Dexter",
title = "The Gap between Theory and Practice in Function
Approximation with Deep Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "624--655",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M131309X",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Torres:2021:NEU,
author = "Leo Torres and Kevin S. Chan and Hanghang Tong and
Tina Eliassi-Rad",
title = "Nonbacktracking Eigenvalues under Node Removal:
{X}-Centrality and Targeted Immunization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "656--675",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1352132",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Cooper:2021:GMO,
author = "Yaim Cooper",
title = "Global Minima of Overparameterized Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "676--691",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1308943",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Gossmann:2021:TDR,
author = "Alexej Gossmann and Aria Pezeshk and Yu-Ping Wang and
Berkman Sahiner",
title = "Test Data Reuse for the Evaluation of Continuously
Evolving Classification Algorithms Using the Area under
the Receiver Operating Characteristic Curve",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "692--714",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1333110",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Grishchenko:2021:DLS,
author = "Dmitry Grishchenko and Franck Iutzeler and
J{\'e}r{\^o}me Malick and Massih-Reza Amini",
title = "Distributed Learning with Sparse Communications by
Identification",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "715--735",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1347772",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Marchand:2021:ANP,
author = "Melissa Marchand and Kyle Gallivan and Wen Huang and
Paul {Van Dooren}",
title = "Analysis of the Neighborhood Pattern Similarity
Measure for the Role Extraction Problem",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "736--757",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1358785",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Bergermann:2021:SSL,
author = "Kai Bergermann and Martin Stoll and Toni Volkmer",
title = "Semi-supervised Learning for Aggregated Multilayer
Graphs Using Diffuse Interface Methods and Fast
Matrix-Vector Products",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "2",
pages = "758--785",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1352028",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:16 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Shinde:2021:MES,
author = "Nimita Shinde and Vishnu Narayanan and James
Saunderson",
title = "Memory-Efficient Structured Convex Optimization via
Extreme Point Sampling",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "787--814",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1358037",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Jorgensen:2021:APR,
author = "Palle Jorgensen and David E. Stewart",
title = "Approximation Properties of Ridge Functions and
Extreme Learning Machines",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "815--832",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1356348",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Askari:2021:FKL,
author = "Armin Askari and Quentin Rebjock and Alexandre
d'Aspremont and Laurent {El Ghaoui}",
title = "{FANOK}: Knockoffs in Linear Time",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "833--853",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1363698",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Atchade:2021:ASG,
author = "Yves F. Atchad{\'e}",
title = "Approximate Spectral Gaps for {Markov} Chain Mixing
Times in High Dimensions",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "854--872",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/19M1283082",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Salvi:2021:SKS,
author = "Cristopher Salvi and Thomas Cass and James Foster and
Terry Lyons and Weixin Yang",
title = "The Signature Kernel Is the Solution of a {Goursat}
{PDE}",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "873--899",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1366794",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Amir:2021:TLS,
author = "Tal Amir and Ronen Basri and Boaz Nadler",
title = "The Trimmed Lasso: Sparse Recovery Guarantees and
Practical Optimization by the Generalized Soft-Min
Penalty",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "900--929",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1330634",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Ghaoui:2021:IDL,
author = "Laurent {El Ghaoui} and Fangda Gu and Bertrand
Travacca and Armin Askari and Alicia Tsai",
title = "Implicit Deep Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "930--958",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1358517",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Chau:2021:SGL,
author = "Ngoc Huy Chau and {\'E}ric Moulines and Mikl{\'o}s
R{\'a}sonyi and Sotirios Sabanis and Ying Zhang",
title = "On Stochastic Gradient {Langevin} Dynamics with
Dependent Data Streams: The Fully Nonconvex Case",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "959--986",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1355392",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Leeb:2021:MDW,
author = "William E. Leeb",
title = "Matrix Denoising for Weighted Loss Functions and
Heterogeneous Signals",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "3",
pages = "987--1012",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1319577",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:19 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Khamaru:2021:TDL,
author = "Koulik Khamaru and Ashwin Pananjady and Feng Ruan and
Martin J. Wainwright and Michael I. Jordan",
title = "Is Temporal Difference Learning Optimal? An
Instance-Dependent Analysis",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1013--1040",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1331524",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Newman:2021:TLV,
author = "Elizabeth Newman and Lars Ruthotto and Joseph Hart and
Bart van Bloemen Waanders",
title = "Train Like a (Var){Pro}: Efficient Training of Neural
Networks with Variable Projection",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1041--1066",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1359511",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Charisopoulos:2021:CED,
author = "Vasileios Charisopoulos and Austin R. Benson and Anil
Damle",
title = "Communication-Efficient Distributed Eigenspace
Estimation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1067--1092",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1364862",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Birrell:2021:VRN,
author = "Jeremiah Birrell and Paul Dupuis and Markos A.
Katsoulakis and Luc Rey-Bellet and Jie Wang",
title = "Variational Representations and Neural Network
Estimation of {R{\'e}nyi} Divergences",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1093--1116",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1368926",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Harris:2021:DTC,
author = "Kameron Decker Harris and Yizhe Zhu",
title = "Deterministic Tensor Completion with Hypergraph
Expanders",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1117--1140",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1379745",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Gupta:2021:CRS,
author = "Abhishek Gupta and William B. Haskell",
title = "Convergence of Recursive Stochastic Algorithms Using
{Wasserstein} Divergence",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1141--1167",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1389808",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Gu:2021:MFC,
author = "Haotian Gu and Xin Guo and Xiaoli Wei and Renyuan Xu",
title = "Mean-Field Controls with {Q}-Learning for Cooperative
{MARL}: Convergence and Complexity Analysis",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1168--1196",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1360700",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Li:2021:MGM,
author = "Qunwei Li and Bhavya Kailkhura and Rushil Anirudh and
Jize Zhang and Yi Zhou and Yingbin Liang and T.
Yong-Jin Han and Pramod K. Varshney",
title = "{MR-AN}: Manifold Regularized Generative Adversarial
Networks for Scientific Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1197--1222",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1344299",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Armstrong:2021:OAS,
author = "Santiago Armstrong and Crist{\'o}bal Guzm{\'a}n and
Carlos A. Sing Long",
title = "An Optimal Algorithm for Strict Circular Seriation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1223--1250",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M139356X",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Bach:2021:ERE,
author = "Francis Bach",
title = "On the Effectiveness of {Richardson} Extrapolation in
Data Science",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1251--1277",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1397349",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Shin:2021:BRC,
author = "Jaehyeok Shin and Aaditya Ramdas and Alessandro
Rinaldo",
title = "On the Bias, Risk, and Consistency of Sample Means in
Multi-armed Bandits",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1278--1300",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1361249",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Potts:2021:IAH,
author = "Daniel Potts and Michael Schmischke",
title = "Interpretable Approximation of High-Dimensional Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "3",
number = "4",
pages = "1301--1323",
month = "????",
year = "2021",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1407707",
ISSN = "2577-0187",
bibdate = "Wed Jan 19 07:24:21 MST 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
onlinedate = "January 2021",
}
@Article{Hien:2022:BBM,
author = "Le Thi Khanh Hien and Duy Nhat Phan and Nicolas Gillis
and Masoud Ahookhosh and Panagiotis Patrinos",
title = "Block {Bregman} Majorization Minimization with
Extrapolation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "1--25",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1432661",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1432661",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Baykal:2022:SIP,
author = "Cenk Baykal and Lucas Liebenwein and Igor
Gilitschenski and Dan Feldman and Daniela Rus",
title = "Sensitivity-Informed Provable Pruning of Neural
Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "26--45",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1383239",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1383239",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Hawkins:2022:TCN,
author = "Cole Hawkins and Xing Liu and Zheng Zhang",
title = "Towards Compact Neural Networks via End-to-End
Training: a {Bayesian} Tensor Approach with Automatic
Rank Determination",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "46--71",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1391444",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1391444",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Little:2022:BGD,
author = "Anna Little and Daniel McKenzie and James M. Murphy",
title = "Balancing Geometry and Density: Path Distances on
High-Dimensional Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "72--99",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1386657",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1386657",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Jia:2022:UGM,
author = "Junteng Jia and Austin R. Benson",
title = "A Unifying Generative Model for Graph Learning
Algorithms: Label Propagation, Graph Convolutions, and
Combinations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "100--125",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1395351",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1395351",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Huang:2022:DRR,
author = "Ningyuan Teresa Huang and David W. Hogg and Soledad
Villar",
title = "Dimensionality Reduction, Regularization, and
Generalization in Overparameterized Regressions",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "126--152",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1387821",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1387821",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Fanuel:2022:PSD,
author = "Micha{\"e}l Fanuel and Antoine Aspeel and Jean-Charles
Delvenne and Johan A. K. Suykens",
title = "Positive Semi-definite Embedding for Dimensionality
Reduction and Out-of-Sample Extensions",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "153--178",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1370653",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1370653",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Altschuler:2022:WBN,
author = "Jason M. Altschuler and Enric Boix-Adser{\`a}",
title = "{Wasserstein} Barycenters Are {NP}-Hard to Compute",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "179--203",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1390062",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1390062",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Belyaeva:2022:IGO,
author = "Anastasiya Belyaeva and Kaie Kubjas and Lawrence J.
Sun and Caroline Uhler",
title = "Identifying {$3$D} Genome Organization in Diploid
Organisms via {Euclidean} Distance Geometry",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "204--228",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1390372",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1390372",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Heinemann:2022:RWB,
author = "Florian Heinemann and Axel Munk and Yoav Zemel",
title = "Randomized {Wasserstein} Barycenter Computation:
Resampling with Statistical Guarantees",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "229--259",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1385263",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1385263",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Wang:2022:BCG,
author = "Ke Wang and Christos Thrampoulidis",
title = "Binary Classification of {Gaussian} Mixtures:
Abundance of Support Vectors, Benign Overfitting, and
Regularization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "260--284",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1415121",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1415121",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bomze:2022:FCD,
author = "Immanuel M. Bomze and Francesco Rinaldi and Damiano
Zeffiro",
title = "Fast Cluster Detection in Networks by First Order
Optimization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "285--305",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1408658",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1408658",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Habring:2022:GVM,
author = "Andreas Habring and Martin Holler",
title = "A Generative Variational Model for Inverse Problems in
Imaging",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "306--335",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1414978",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1414978",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Chen:2022:OOT,
author = "Haolin Chen and Luis Rademacher",
title = "Overcomplete Order-3 Tensor Decomposition, Blind
Deconvolution, and {Gaussian} Mixture Models",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "336--361",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1399415",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1399415",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Delgosha:2022:RCU,
author = "Payam Delgosha and Hamed Hassani and Ramtin
Pedarsani",
title = "Robust Classification Under $ \ell_0 $ Attack for the
{Gaussian} Mixture Model",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "362--385",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1426286",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1426286",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Gidisu:2022:GCD,
author = "Perfect Y. Gidisu and Michiel E. Hochstenbach",
title = "A Generalized {CUR} Decomposition for Matrix Pairs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "386--409",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1432119",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1432119",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Dietrich:2022:SDJ,
author = "Felix Dietrich and Or Yair and Rotem Mulayoff and
Ronen Talmon and Ioannis G. Kevrekidis",
title = "Spectral Discovery of Jointly Smooth Features for
Multimodal Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "1",
pages = "410--430",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M141590X",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:01 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M141590X",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Saul:2022:NMD,
author = "Lawrence K. Saul",
title = "A Nonlinear Matrix Decomposition for Mining the Zeros
of Sparse Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "431--463",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1405769",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:04 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1405769",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Parhi:2022:WKF,
author = "Rahul Parhi and Robert D. Nowak",
title = "What Kinds of Functions Do Deep Neural Networks Learn?
Insights from Variational Spline Theory",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "464--489",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1418642",
ISSN = "2577-0187",
bibdate = "Thu Apr 14 11:50:04 MDT 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1418642",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Behr:2022:SMM,
author = "Merle Behr and Axel Munk",
title = "Statistical Methods for Minimax Estimation in Linear
Models with Unknown Design Over Finite Alphabets",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "490--513",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1398860",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1398860",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Askari:2022:ABS,
author = "Armin Askari and Alexandre d'Aspremont and Laurent {El
Ghaoui}",
title = "Approximation Bounds for Sparse Programs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "514--530",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1398677",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1398677",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{OReilly:2022:SGG,
author = "Eliza O'Reilly and Ngoc Mai Tran",
title = "Stochastic Geometry to Generalize the {Mondrian}
Process",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "531--552",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1354490",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1354490",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Caragea:2022:QAR,
author = "Andrei Caragea and Dae Gwan Lee and Johannes Maly and
G{\"o}tz Pfander and Felix Voigtlaender",
title = "Quantitative Approximation Results for Complex-Valued
Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "553--580",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1429540",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1429540",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Heaton:2022:WBP,
author = "Howard Heaton and Samy Wu Fung and Alex Tong Lin and
Stanley Osher and Wotao Yin",
title = "{Wasserstein}-Based Projections with Applications to
Inverse Problems",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "581--603",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1376790",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1376790",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Molina-Fructuoso:2022:TDH,
author = "Martin Molina-Fructuoso and Ryan Murray",
title = "{Tukey} Depths and {Hamilton--Jacobi} Differential
Equations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "604--633",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1411998",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1411998",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Horvath:2022:ASG,
author = "Samuel Horv{\'a}th and Lihua Lei and Peter
Richt{\'a}rik and Michael I. Jordan",
title = "Adaptivity of Stochastic Gradient Methods for
Nonconvex Optimization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "634--648",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1394308",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1394308",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Duruisseaux:2022:VFA,
author = "Valentin Duruisseaux and Melvin Leok",
title = "A Variational Formulation of Accelerated Optimization
on {Riemannian} Manifolds",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "649--674",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1395648",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1395648",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bock:2022:SCD,
author = "Markus B{\"o}ck and Clemens Heitzinger",
title = "Speedy Categorical Distributional Reinforcement
Learning and Complexity Analysis",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "675--693",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1364436",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1364436",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Li:2022:NWD,
author = "Yuqing Li and Tao Luo and Chao Ma",
title = "Nonlinear Weighted Directed Acyclic Graph and A Priori
Estimates for Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "694--720",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M140955X",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M140955X",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Hamm:2022:IDA,
author = "Thomas Hamm and Ingo Steinwart",
title = "Intrinsic Dimension Adaptive Partitioning for Kernel
Methods",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "721--749",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1435690",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1435690",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bohm:2022:TST,
author = "Axel B{\"o}hm and Michael Sedlmayer and Ern{\"o}
Robert Csetnek and Radu Ioan Bot",
title = "Two Steps at a Time --- Taking {GAN} Training in
Stride with {Tseng}'s Method",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "750--771",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1420939",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1420939",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bachoc:2022:SCD,
author = "Fran{\c{c}}ois Bachoc and Andr{\'e}s F.
L{\'o}pez-Lopera and Olivier Roustant",
title = "Sequential Construction and Dimension Reduction of
{Gaussian} Processes Under Inequality Constraints",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "772--800",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1407513",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1407513",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Chen:2022:AEK,
author = "Yuming Chen and Daniel Sanz-Alonso and Rebecca
Willett",
title = "Autodifferentiable Ensemble {Kalman} Filters",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "801--833",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1434477",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1434477",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Zhang:2022:FGT,
author = "Tong Zhang",
title = "Feel-Good {Thompson} Sampling for Contextual Bandits
and Reinforcement Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "834--857",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M140924X",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M140924X",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Memoli:2022:PLP,
author = "Facundo M{\'e}moli and Zhengchao Wan and Yusu Wang",
title = "Persistent {Laplacians}: Properties, Algorithms and
Implications",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "858--884",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1435471",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1435471",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Xie:2022:OGE,
author = "Yuege Xie and Hung-Hsu Chou and Holger Rauhut and
Rachel Ward",
title = "Overparameterization and Generalization Error:
Weighted Trigonometric Interpolation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "885--908",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1390955",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1390955",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Zilber:2022:GPO,
author = "Pini Zilber and Boaz Nadler",
title = "{GNMR}: A Provable One-Line Algorithm for Low Rank
Matrix Recovery",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "909--934",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1433812",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1433812",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Xing:2022:BIN,
author = "Yue Xing and Qifan Song and Guang Cheng",
title = "Benefit of Interpolation in Nearest Neighbor
Algorithms",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "2",
pages = "935--956",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1437457",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:29:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1437457",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Solomon:2022:VCN,
author = "Justin Solomon and Kristjan Greenewald and Haikady
Nagaraja",
title = "$k$-Variance: A Clustered Notion of Variance",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "957--978",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1385895",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1385895",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Barre:2022:CCV,
author = "Mathieu Barr{\'e} and Adrien Taylor and Alexandre
d'Aspremont",
title = "Convergence of a Constrained Vector Extrapolation
Scheme",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "979--1002",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1428030",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1428030",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bogensperger:2022:CPS,
author = "Lea Bogensperger and Antonin Chambolle and Thomas
Pock",
title = "Convergence of a Piggyback-Style Method for the
Differentiation of Solutions of Standard Saddle-Point
Problems",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1003--1030",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1455887",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1455887",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Li:2022:DCO,
author = "Boyue Li and Zhize Li and Yuejie Chi",
title = "{DESTRESS}: Computation-Optimal and
Communication-Efficient Decentralized Nonconvex
Finite-Sum Optimization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1031--1051",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1450677",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1450677",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Fan:2022:JCD,
author = "Yifeng Fan and Yuehaw Khoo and Zhizhen Zhao",
title = "Joint Community Detection and Rotational
Synchronization via Semidefinite Programming",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1052--1081",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1419702",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1419702",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Boedihardjo:2022:PSN,
author = "March Boedihardjo and Thomas Strohmer and Roman
Vershynin",
title = "Private Sampling: A Noiseless Approach for Generating
Differentially Private Synthetic Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1082--1115",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1449944",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1449944",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Hickok:2022:ASS,
author = "Abigail Hickok and Deanna Needell and Mason A.
Porter",
title = "Analysis of Spatial and Spatiotemporal Anomalies Using
Persistent Homology: Case Studies with {COVID-19}
Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1116--1144",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1435033",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1435033",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bohn:2022:DNN,
author = "Bastian Bohn and Michael Griebel and Dinesh Kannan",
title = "Deep Neural Networks and {PIDE} Discretizations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1145--1170",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1438554",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1438554",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Fanuel:2022:DPP,
author = "Micha{\"e}l Fanuel and Joachim Schreurs and Johan A.
K. Suykens",
title = "Determinantal Point Processes Implicitly Regularize
Semiparametric Regression Problems",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1171--1190",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1403977",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1403977",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Roald:2022:AAA,
author = "Marie Roald and Carla Schenker and Vince D. Calhoun
and T{\"u}lay Adali and Rasmus Bro and Jeremy E. Cohen
and Evrim Acar",
title = "An {AO-ADMM} Approach to Constraining {PARAFAC2} on
All Modes",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "3",
pages = "1191--1222",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1450033",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:36 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1450033",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Hanik:2022:BID,
author = "Martin Hanik and Hans-Christian Hege and Christoph von
Tycowicz",
title = "Bi-Invariant Dissimilarity Measures for Sample
Distributions in {Lie} Groups",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1223--1249",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1410373",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1410373",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Dunlap:2022:LVS,
author = "Alexander Dunlap and Jean-Christophe Mourrat",
title = "Local Versions of Sum-of-Norms Clustering",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1250--1271",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1448732",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1448732",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Luo:2022:ECL,
author = "Tao Luo and Zheng Ma and Zhi-Qin John Xu and Yaoyu
Zhang",
title = "On the Exact Computation of Linear Frequency Principle
Dynamics and Its Generalization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1272--1292",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1444400",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1444400",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Maire:2022:MKL,
author = "Florian Maire and Pierre Vandekerkhove",
title = "{Markov} Kernels Local Aggregation for Noise Vanishing
Distribution Sampling",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1293--1319",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1469626",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1469626",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Etter:2022:OSG,
author = "Philip A. Etter and Lexing Ying",
title = "Operator Shifting for General Noisy Matrix Systems",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1320--1346",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1416849",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1416849",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Chevallier:2022:EWD,
author = "Emmanuel Chevallier and Didong Li and Yulong Lu and
David Dunson",
title = "Exponential-Wrapped Distributions on Symmetric
Spaces",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1347--1368",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1461551",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1461551",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Chambolle:2022:ABP,
author = "Antonin Chambolle and Juan Pablo Contreras",
title = "Accelerated {Bregman} Primal-Dual Methods Applied to
Optimal Transport and {Wasserstein} Barycenter
Problems",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1369--1395",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1481865",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1481865",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Dirksen:2022:SER,
author = "Sjoerd Dirksen and Shahar Mendelson and Alexander
Stollenwerk",
title = "Sharp Estimates on Random Hyperplane Tessellations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1396--1419",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1485826",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1485826",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Landa:2022:BRR,
author = "Boris Landa and Thomas T. C. K. Zhang and Yuval
Kluger",
title = "Biwhitening Reveals the Rank of a Count Matrix",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1420--1446",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1456807",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1456807",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Dar:2022:DDD,
author = "Yehuda Dar and Richard G. Baraniuk",
title = "Double Double Descent: On Generalization Errors in
Transfer Learning between Linear Regression Tasks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "4",
number = "4",
pages = "1447--1472",
month = "????",
year = "2022",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1469559",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:39 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1469559",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Tudisco:2023:CPD,
author = "Francesco Tudisco and Desmond J. Higham",
title = "Core-Periphery Detection in Hypergraphs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "1--21",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1480926",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1480926",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Zheng:2023:EIB,
author = "L{\'e}on Zheng and Elisa Riccietti and R{\'e}mi
Gribonval",
title = "Efficient Identification of Butterfly Sparse Matrix
Factorizations",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "22--49",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1488727",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1488727",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bayer:2023:SDN,
author = "Christian Bayer and Peter K. Friz and Nikolas Tapia",
title = "Stability of Deep Neural Networks via Discrete Rough
Paths",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "50--76",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1472358",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1472358",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Li:2023:MOR,
author = "Adam Li and Ronan Perry and Chester Huynh and Tyler M.
Tomita and Ronak Mehta and Jesus Arroyo and Jesse
Patsolic and Ben Falk and Sridevi Sarma and Joshua
Vogelstein",
title = "Manifold Oblique Random Forests: Towards Closing the
Gap on Convolutional Deep Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "77--96",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1449117",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1449117",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Archimbaud:2023:NCN,
author = "Aurore Archimbaud and Zlatko Drmac and Klaus
Nordhausen and Una Radojici{\'c} and Anne Ruiz-Gazen",
title = "Numerical Considerations and a New Implementation for
Invariant Coordinate Selection",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "97--121",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1498759",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1498759",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Farnia:2023:GGG,
author = "Farzan Farnia and William W. Wang and Subhro Das and
Ali Jadbabaie",
title = "{GAT-GMM}: Generative Adversarial Training for
{Gaussian} Mixture Models",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "122--146",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1445831",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1445831",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Elvira:2023:SRI,
author = "Cl{\'e}ment Elvira and C{\'e}dric Herzet",
title = "Safe Rules for the Identification of Zeros in the
Solutions of the {SLOPE} Problem",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "147--173",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1457631",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1457631",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Li:2023:AIO,
author = "Tianjiao Li and Guanghui Lan and Ashwin Pananjady",
title = "Accelerated and Instance-Optimal Policy Evaluation
with Linear Function Approximation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "174--200",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1468668",
ISSN = "2577-0187",
bibdate = "Wed Mar 22 16:28:41 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1468668",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Carmona:2023:SOA,
author = "Mikhael Carmona and Victor Chepoi and Guyslain Naves
and Pascal Pr{\'e}a",
title = "A Simple and Optimal Algorithm for Strict Circular
Seriation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "201--221",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1495342",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:13 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1495342",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Hong:2023:OWP,
author = "David Hong and Fan Yang and Jeffrey A. Fessler and
Laura Balzano",
title = "Optimally Weighted {PCA} for High-Dimensional
Heteroscedastic Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "1",
pages = "222--250",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1470244",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:13 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1470244",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Chodrow:2023:NSC,
author = "Philip Chodrow and Nicole Eikmeier and Jamie Haddock",
title = "Nonbacktracking Spectral Clustering of Nonuniform
Hypergraphs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "251--279",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1494713",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1494713",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Chen:2023:CSL,
author = "Wenyu Chen and Mathias Drton and Ali Shojaie",
title = "Causal Structural Learning via Local Graphs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "280--305",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/20M1362796",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/20M1362796",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Neumayer:2023:ALF,
author = "Sebastian Neumayer and Alexis Goujon and Pakshal Bohra
and Michael Unser",
title = "Approximation of {Lipschitz} Functions Using Deep
Spline Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "306--322",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1504573",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1504573",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Lovas:2023:TNN,
author = "Attila Lovas and Iosif Lytras and Mikl{\'o}s
R{\'a}sonyi and Sotirios Sabanis",
title = "Taming Neural Networks with {TUSLA}: Nonconvex
Learning via Adaptive Stochastic Gradient {Langevin}
Algorithms",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "323--345",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1514283",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1514283",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Huguet:2023:TID,
author = "Guillaume Huguet and Alexander Tong and Bastian Rieck
and Jessie Huang and Manik Kuchroo and Matthew Hirn and
Guy Wolf and Smita Krishnaswamy",
title = "Time-Inhomogeneous Diffusion Geometry and Topology",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "346--372",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1462945",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1462945",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Zhang:2023:PTQ,
author = "Jinjie Zhang and Yixuan Zhou and Rayan Saab",
title = "Post-training Quantization for Neural Networks with
Provable Guarantees",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "373--399",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1511709",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1511709",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Arias-Castro:2023:MCT,
author = "Ery Arias-Castro and Wanli Qiao",
title = "Moving Up the Cluster Tree with the Gradient Flow",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "400--421",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1469869",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1469869",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Aziznejad:2023:MCL,
author = "Shayan Aziznejad and Joaquim Campos and Michael
Unser",
title = "Measuring Complexity of Learning Schemes Using
{Hessian}-Schatten Total Variation",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "422--445",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M147517X",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M147517X",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bai:2023:EGO,
author = "Yatong Bai and Tanmay Gautam and Somayeh Sojoudi",
title = "Efficient Global Optimization of Two-Layer {ReLU}
Networks: Quadratic-Time Algorithms and Adversarial
Training",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "446--474",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/21M1467134",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/21M1467134",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Hamm:2023:WWI,
author = "Keaton Hamm and Nick Henscheid and Shujie Kang",
title = "Wassmap: {Wasserstein} Isometric Mapping for Image
Manifold Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "475--501",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1490053",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1490053",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Valdeira:2023:PRG,
author = "Filipa M. Valdeira and Ricardo Ferreira and Alessandra
Micheletti and Cl{\'a}udia Soares",
title = "Probabilistic Registration for {Gaussian} Process
Three-Dimensional Shape Modelling in the Presence of
Extensive Missing Data",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "502--527",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1495494",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1495494",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Mordant:2023:SAR,
author = "Gilles Mordant and Axel Munk",
title = "Statistical Analysis of Random Objects Via Metric
Measure {Laplacians}",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "528--557",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1491022",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1491022",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Tan:2023:DDM,
author = "Hong Ye Tan and Subhadip Mukherjee and Junqi Tang and
Carola-Bibiane Sch{\"o}nlieb",
title = "Data-Driven Mirror Descent with Input-Convex Neural
Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "2",
pages = "558--587",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1508613",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:16 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1508613",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Landa:2023:RIM,
author = "Boris Landa and Xiuyuan Cheng",
title = "Robust Inference of Manifold Density and Geometry by
Doubly Stochastic Scaling",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "589--614",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1516968",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1516968",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Bayraktar:2023:AQL,
author = "Erhan Bayraktar and Ali Devran Kara",
title = "Approximate {Q} Learning for Controlled Diffusion
Processes and Its Near Optimality",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "615--638",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1484201",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1484201",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{delBarrio:2023:ICL,
author = "Eustasio del Barrio and Alberto Gonz{\'a}lez Sanz and
Jean-Michel Loubes and Jonathan Niles-Weed",
title = "An Improved Central Limit Theorem and Fast Convergence
Rates for Entropic Transportation Costs",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "639--669",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M149260X",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M149260X",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Habring:2023:NRI,
author = "Andreas Habring and Martin Holler",
title = "A Note on the Regularity of Images Generated by
Convolutional Neural Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "670--692",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1525995",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1525995",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Jiang:2023:OCN,
author = "Jie Jiang and Xiaojun Chen",
title = "Optimality Conditions for Nonsmooth
Nonconvex-Nonconcave Min-Max Problems and Generative
Adversarial Networks",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "693--722",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1482238",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1482238",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Jiang:2023:ARM,
author = "Liwei Jiang and Yudong Chen and Lijun Ding",
title = "Algorithmic Regularization in Model-Free
Overparametrized Asymmetric Matrix Factorization",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "723--744",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1519833",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1519833",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Yongacoglu:2023:SPI,
author = "Bora Yongacoglu and G{\"u}rdal Arslan and Serdar
Y{\"u}ksel",
title = "Satisficing Paths and Independent Multiagent
Reinforcement Learning in Stochastic Games",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "745--773",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1515112",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1515112",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Lee:2023:RIA,
author = "Kiryung Lee and Dominik St{\"o}ger",
title = "Randomly Initialized Alternating Least Squares: Fast
Convergence for Matrix Sensing",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "774--799",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1506456",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1506456",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Riihimaki:2023:SCD,
author = "Henri Riihim{\"a}ki",
title = "Simplicial $q$-Connectivity of Directed Graphs with
Applications to Network Analysis",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "3",
pages = "800--828",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1480021",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:19 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1480021",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Sprangers:2023:GIT,
author = "Brent Sprangers and Nick Vannieuwenhoven",
title = "Group-Invariant Tensor Train Networks for Supervised
Learning",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "4",
pages = "829--853",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1506857",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:21 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1506857",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
@Article{Beaglehole:2023:IKR,
author = "Daniel Beaglehole and Mikhail Belkin and Parthe
Pandit",
title = "On the Inconsistency of Kernel Ridgeless Regression in
Fixed Dimensions",
journal = j-SIAM-J-MATH-DATA-SCI,
volume = "5",
number = "4",
pages = "854--872",
month = "????",
year = "2023",
CODEN = "SJMDAQ",
DOI = "https://doi.org/10.1137/22M1499819",
ISSN = "2577-0187",
bibdate = "Tue Oct 17 14:16:21 MDT 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/siamjmathdatasci.bib",
URL = "https://epubs.siam.org/doi/10.1137/22M1499819",
acknowledgement = ack-nhfb,
fjournal = "SIAM Journal on Mathematics of Data Science",
journal-URL = "https://epubs.siam.org/simods",
}
