@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|http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
http://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 = "http://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://www.math.utah.edu/pub/bibnet/authors/d/daubechies-ingrid.bib;
http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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 = "http://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",
}
