@Preamble{
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# "\ifx \undefined \mathbb \def \mathbb #1{{\bf #1}} \fi"
# "\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{Alaoui: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",
}