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@article{DBLP:journals/simods/ArchimbaudDNRR23,
author = {Aurore Archimbaud and
Zlatko Drmac and
Klaus Nordhausen and
Una Radojicic and
Anne Ruiz{-}Gazen},
title = {Numerical Considerations and a new implementation for invariant coordinate
selection},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {97--121},
year = {2023},
url = {https://doi.org/10.1137/22m1498759},
doi = {10.1137/22M1498759},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ArchimbaudDNRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/AriasCastroQ23,
author = {Ery Arias{-}Castro and
Wanli Qiao},
title = {Moving Up the Cluster Tree with the Gradient Flow},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {400--421},
year = {2023},
url = {https://doi.org/10.1137/22m1469869},
doi = {10.1137/22M1469869},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/AriasCastroQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/AziznejadCU23,
author = {Shayan Aziznejad and
Joaquim Campos and
Michael Unser},
title = {Measuring Complexity of Learning Schemes Using Hessian-Schatten Total
Variation},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {422--445},
year = {2023},
url = {https://doi.org/10.1137/22m147517x},
doi = {10.1137/22M147517X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/AziznejadCU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BaiGS23,
author = {Yatong Bai and
Tanmay Gautam and
Somayeh Sojoudi},
title = {Efficient Global Optimization of Two-Layer ReLU Networks: Quadratic-Time
Algorithms and Adversarial Training},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {446--474},
year = {2023},
url = {https://doi.org/10.1137/21m1467134},
doi = {10.1137/21M1467134},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/BaiGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BarrioGLN23,
author = {Eustasio del Barrio and
Alberto Gonz{\'{a}}lez{-}Sanz and
Jean{-}Michel Loubes and
Jonathan Niles{-}Weed},
title = {An Improved Central Limit Theorem and Fast Convergence Rates for Entropic
Transportation Costs},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {639--669},
year = {2023},
url = {https://doi.org/10.1137/22m149260x},
doi = {10.1137/22M149260X},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/BarrioGLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BayerFT23,
author = {Christian Bayer and
Peter K. Friz and
Nikolas Tapia},
title = {Stability of Deep Neural Networks via Discrete Rough Paths},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {50--76},
year = {2023},
url = {https://doi.org/10.1137/22m1472358},
doi = {10.1137/22M1472358},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/BayerFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BayraktarK23,
author = {Erhan Bayraktar and
Ali Devran Kara},
title = {Approximate {Q} Learning for Controlled Diffusion Processes and Its
Near Optimality},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {615--638},
year = {2023},
url = {https://doi.org/10.1137/22m1484201},
doi = {10.1137/22M1484201},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/BayraktarK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BeagleholeBP23,
author = {Daniel Beaglehole and
Mikhail Belkin and
Parthe Pandit},
title = {On the Inconsistency of Kernel Ridgeless Regression in Fixed Dimensions},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {854--872},
year = {2023},
url = {https://doi.org/10.1137/22m1499819},
doi = {10.1137/22M1499819},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/BeagleholeBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BerkBH23,
author = {Aaron Berk and
Simone Brugiapaglia and
Tim Hoheisel},
title = {{LASSO} Reloaded: {A} Variational Analysis Perspective with Applications
to Compressed Sensing},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1102--1129},
year = {2023},
url = {https://doi.org/10.1137/22m1498991},
doi = {10.1137/22M1498991},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/BerkBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/CacciolaFLL23,
author = {Matteo Cacciola and
Antonio Frangioni and
Xinlin Li and
Andrea Lodi},
title = {Deep Neural Networks Pruning via the Structured Perspective Regularization},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1051--1077},
year = {2023},
url = {https://doi.org/10.1137/22m1542313},
doi = {10.1137/22M1542313},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/CacciolaFLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/CarmonaCNP23,
author = {Mikhael Carmona and
Victor Chepoi and
Guyslain Naves and
Pascal Pr{\'{e}}a},
title = {A Simple and Optimal Algorithm for Strict Circular Seriation},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {201--221},
year = {2023},
url = {https://doi.org/10.1137/22m1495342},
doi = {10.1137/22M1495342},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/CarmonaCNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ChenCM23,
author = {Zaiwei Chen and
John{-}Paul Clarke and
Siva Theja Maguluri},
title = {Target Network and Truncation Overcome the Deadly Triad in {\textbackslash}({\textbackslash}boldsymbol\{Q\}{\textbackslash})-Learning},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1078--1101},
year = {2023},
url = {https://doi.org/10.1137/22m1499261},
doi = {10.1137/22M1499261},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ChenCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ChenDS23,
author = {Wenyu Chen and
Mathias Drton and
Ali Shojaie},
title = {Causal Structural Learning via Local Graphs},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {280--305},
year = {2023},
url = {https://doi.org/10.1137/20m1362796},
doi = {10.1137/20M1362796},
timestamp = {Sun, 04 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/ChenDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ChodrowEH23,
author = {Philip S. Chodrow and
Nicole Eikmeier and
Jamie Haddock},
title = {Nonbacktracking Spectral Clustering of Nonuniform Hypergraphs},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {251--279},
year = {2023},
url = {https://doi.org/10.1137/22m1494713},
doi = {10.1137/22M1494713},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/ChodrowEH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ElviraH23,
author = {Cl{\'{e}}ment Elvira and
C{\'{e}}dric Herzet},
title = {Safe Rules for the Identification of Zeros in the Solutions of the
{SLOPE} Problem},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {147--173},
year = {2023},
url = {https://doi.org/10.1137/21m1457631},
doi = {10.1137/21M1457631},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ElviraH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/FarniaWDJ23,
author = {Farzan Farnia and
William W. Wang and
Subhro Das and
Ali Jadbabaie},
title = {{GAT-GMM:} Generative Adversarial Training for Gaussian Mixture Models},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {122--146},
year = {2023},
url = {https://doi.org/10.1137/21m1445831},
doi = {10.1137/21M1445831},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/FarniaWDJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/FrieseckeP23,
author = {Gero Friesecke and
Maximilian Penka},
title = {The GenCol Algorithm for High-Dimensional Optimal Transport: General
Formulation and Application to Barycenters and Wasserstein Splines},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {899--919},
year = {2023},
url = {https://doi.org/10.1137/22m1524254},
doi = {10.1137/22M1524254},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/FrieseckeP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/GaoNZ23,
author = {Yihang Gao and
Michael K. Ng and
Mingjie Zhou},
title = {Approximating Probability Distributions by Using Wasserstein Generative
Adversarial Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {949--976},
year = {2023},
url = {https://doi.org/10.1137/22m149689x},
doi = {10.1137/22M149689X},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/GaoNZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/GhoshB23,
author = {Nikhil Ghosh and
Mikhail Belkin},
title = {A Universal Trade-off Between the Model Size, Test Loss, and Training
Loss of Linear Predictors},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {977--1004},
year = {2023},
url = {https://doi.org/10.1137/22m1540302},
doi = {10.1137/22M1540302},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/GhoshB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/HaberET23,
author = {Eldad Haber and
Moshe Eliasof and
Luis Tenorio},
title = {Estimating a Potential Without the Agony of the Partition Function},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1005--1027},
year = {2023},
url = {https://doi.org/10.1137/22m1517135},
doi = {10.1137/22M1517135},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/HaberET23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/HabringH23,
author = {Andreas Habring and
Martin Holler},
title = {A Note on the Regularity of Images Generated by Convolutional Neural
Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {670--692},
year = {2023},
url = {https://doi.org/10.1137/22m1525995},
doi = {10.1137/22M1525995},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/HabringH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/HammHK23,
author = {Keaton Hamm and
Nick Henscheid and
Shujie Kang},
title = {Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {475--501},
year = {2023},
url = {https://doi.org/10.1137/22m1490053},
doi = {10.1137/22M1490053},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/HammHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/HongYFB23,
author = {David Hong and
Fan Yang and
Jeffrey A. Fessler and
Laura Balzano},
title = {Optimally Weighted {PCA} for High-Dimensional Heteroscedastic Data},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {222--250},
year = {2023},
url = {https://doi.org/10.1137/22m1470244},
doi = {10.1137/22M1470244},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/HongYFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/HuguetTRHKHWK23,
author = {Guillaume Huguet and
Alexander Tong and
Bastian Rieck and
Jessie Huang and
Manik Kuchroo and
Matthew J. Hirn and
Guy Wolf and
Smita Krishnaswamy},
title = {Time-Inhomogeneous Diffusion Geometry and Topology},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {346--372},
year = {2023},
url = {https://doi.org/10.1137/21m1462945},
doi = {10.1137/21M1462945},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/HuguetTRHKHWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/JiangC23,
author = {Jie Jiang and
Xiaojun Chen},
title = {Optimality Conditions for Nonsmooth Nonconvex-Nonconcave Min-Max Problems
and Generative Adversarial Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {693--722},
year = {2023},
url = {https://doi.org/10.1137/22m1482238},
doi = {10.1137/22M1482238},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/JiangC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/JiangCD23,
author = {Liwei Jiang and
Yudong Chen and
Lijun Ding},
title = {Algorithmic Regularization in Model-Free Overparametrized Asymmetric
Matrix Factorization},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {723--744},
year = {2023},
url = {https://doi.org/10.1137/22m1519833},
doi = {10.1137/22M1519833},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/JiangCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/Keriven23,
author = {Nicolas Keriven},
title = {Entropic Optimal Transport on Random Graphs},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1028--1050},
year = {2023},
url = {https://doi.org/10.1137/22m1518281},
doi = {10.1137/22M1518281},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/Keriven23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/LandaC23,
author = {Boris Landa and
Xiuyuan Cheng},
title = {Robust Inference of Manifold Density and Geometry by Doubly Stochastic
Scaling},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {589--614},
year = {2023},
url = {https://doi.org/10.1137/22m1516968},
doi = {10.1137/22M1516968},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/LandaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/LeeS23,
author = {Kiryung Lee and
Dominik St{\"{o}}ger},
title = {Randomly Initialized Alternating Least Squares: Fast Convergence for
Matrix Sensing},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {774--799},
year = {2023},
url = {https://doi.org/10.1137/22m1506456},
doi = {10.1137/22M1506456},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/LeeS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/LiLP23,
author = {Tianjiao Li and
Guanghui Lan and
Ashwin Pananjady},
title = {Accelerated and Instance-Optimal Policy Evaluation with Linear Function
Approximation},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {174--200},
year = {2023},
url = {https://doi.org/10.1137/21m1468668},
doi = {10.1137/21M1468668},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/LiLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/LiPHTMAPFSV23,
author = {Adam Li and
Ronan Perry and
Chester Huynh and
Tyler M. Tomita and
Ronak Mehta and
Jes{\'{u}}s Arroyo and
Jesse Patsolic and
Benjamin Falk and
Sridevi V. Sarma and
Joshua T. Vogelstein},
title = {Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional
Deep Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {77--96},
year = {2023},
url = {https://doi.org/10.1137/21m1449117},
doi = {10.1137/21M1449117},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/LiPHTMAPFSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/LovasLRS23,
author = {Attila Lovas and
Iosif Lytras and
Mikl{\'{o}}s R{\'{a}}sonyi and
Sotirios Sabanis},
title = {Taming Neural Networks with {TUSLA:} Nonconvex Learning via Adaptive
Stochastic Gradient Langevin Algorithms},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {323--345},
year = {2023},
url = {https://doi.org/10.1137/22m1514283},
doi = {10.1137/22M1514283},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/LovasLRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/MillerC23,
author = {Kevin Miller and
Jeff Calder},
title = {Poisson Reweighted Laplacian Uncertainty Sampling for Graph-Based
Active Learning},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1160--1190},
year = {2023},
url = {https://doi.org/10.1137/22m1531981},
doi = {10.1137/22M1531981},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/MillerC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/MordantM23,
author = {Gilles Mordant and
Axel Munk},
title = {Statistical Analysis of Random Objects Via Metric Measure Laplacians},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {528--557},
year = {2023},
url = {https://doi.org/10.1137/22m1491022},
doi = {10.1137/22M1491022},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/MordantM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/MuthukumarS23,
author = {Ramchandran Muthukumar and
Jeremias Sulam},
title = {Adversarial Robustness of Sparse Local Lipschitz Predictors},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {920--948},
year = {2023},
url = {https://doi.org/10.1137/22m1478835},
doi = {10.1137/22M1478835},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/MuthukumarS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/NeumayerGBU23,
author = {Sebastian Neumayer and
Alexis Goujon and
Pakshal Bohra and
Michael Unser},
title = {Approximation of Lipschitz Functions Using Deep Spline Neural Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {306--322},
year = {2023},
url = {https://doi.org/10.1137/22m1504573},
doi = {10.1137/22M1504573},
timestamp = {Sun, 04 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/NeumayerGBU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/PerlmutterTGWH23,
author = {Michael Perlmutter and
Alexander Tong and
Feng Gao and
Guy Wolf and
Matthew J. Hirn},
title = {Understanding Graph Neural Networks with Generalized Geometric Scattering
Transforms},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {873--898},
year = {2023},
url = {https://doi.org/10.1137/21m1465056},
doi = {10.1137/21M1465056},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/PerlmutterTGWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/Riihimaki23,
author = {Henri Riihim{\"{a}}ki},
title = {Simplicial {\textbackslash}(\{{\textbackslash}boldsymbol\{q\}\}{\textbackslash})
-Connectivity of Directed Graphs with Applications to Network Analysis},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {800--828},
year = {2023},
url = {https://doi.org/10.1137/22m1480021},
doi = {10.1137/22M1480021},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/Riihimaki23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/SprangersV23,
author = {Brent Sprangers and
Nick Vannieuwenhoven},
title = {Group-Invariant Tensor Train Networks for Supervised Learning},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {829--853},
year = {2023},
url = {https://doi.org/10.1137/22m1506857},
doi = {10.1137/22M1506857},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/SprangersV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/TanMTS23,
author = {Hong Ye Tan and
Subhadip Mukherjee and
Junqi Tang and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Data-Driven Mirror Descent with Input-Convex Neural Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {558--587},
year = {2023},
url = {https://doi.org/10.1137/22m1508613},
doi = {10.1137/22M1508613},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/TanMTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/TudiscoH23,
author = {Francesco Tudisco and
Desmond J. Higham},
title = {Core-Periphery Detection in Hypergraphs},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {1--21},
year = {2023},
url = {https://doi.org/10.1137/22m1480926},
doi = {10.1137/22M1480926},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/TudiscoH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ValdeiraFMS23,
author = {Filipa Valdeira and
Ricardo Ferreira and
Alessandra Micheletti and
Cl{\'{a}}udia Soares},
title = {Probabilistic Registration for Gaussian Process Three-Dimensional
Shape Modelling in the Presence of Extensive Missing Data},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {502--527},
year = {2023},
url = {https://doi.org/10.1137/22m1495494},
doi = {10.1137/22M1495494},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ValdeiraFMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/YongacogluAY23,
author = {Bora Yongacoglu and
G{\"{u}}rdal Arslan and
Serdar Y{\"{u}}ksel},
title = {Satisficing Paths and Independent Multiagent Reinforcement Learning
in Stochastic Games},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {3},
pages = {745--773},
year = {2023},
url = {https://doi.org/10.1137/22m1515112},
doi = {10.1137/22M1515112},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/YongacogluAY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ZhangK23,
author = {Yifan Zhang and
Joe Kileel},
title = {Moment Estimation for Nonparametric Mixture Models through Implicit
Tensor Decomposition},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {4},
pages = {1130--1159},
year = {2023},
url = {https://doi.org/10.1137/22m153879x},
doi = {10.1137/22M153879X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ZhangK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ZhangZS23,
author = {Jinjie Zhang and
Yixuan Zhou and
Rayan Saab},
title = {Post-training Quantization for Neural Networks with Provable Guarantees},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {2},
pages = {373--399},
year = {2023},
url = {https://doi.org/10.1137/22m1511709},
doi = {10.1137/22M1511709},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ZhangZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ZhengRG23,
author = {L{\'{e}}on Zheng and
Elisa Riccietti and
R{\'{e}}mi Gribonval},
title = {Efficient Identification of Butterfly Sparse Matrix Factorizations},
journal = {{SIAM} J. Math. Data Sci.},
volume = {5},
number = {1},
pages = {22--49},
year = {2023},
url = {https://doi.org/10.1137/22m1488727},
doi = {10.1137/22M1488727},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/ZhengRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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