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@article{DBLP:journals/simods/AbdolaliG21,
  author       = {Maryam Abdolali and
                  Nicolas Gillis},
  title        = {Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability
                  and Provably Correct Algorithms},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {593--623},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1354982},
  doi          = {10.1137/20M1354982},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/AbdolaliG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/AdcockD21,
  author       = {Ben Adcock and
                  Nick C. Dexter},
  title        = {The Gap between Theory and Practice in Function Approximation with
                  Deep Neural Networks},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {624--655},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M131309X},
  doi          = {10.1137/20M131309X},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/AdcockD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/AmirBN21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {900--929},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1330634},
  doi          = {10.1137/20M1330634},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/AmirBN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/ArmstrongGS21,
  author       = {Santiago Armstrong and
                  Crist{\'{o}}bal Guzm{\'{a}}n and
                  Carlos A. Sing{-}Long},
  title        = {An Optimal Algorithm for Strict Circular Seriation},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1223--1250},
  year         = {2021},
  url          = {https://doi.org/10.1137/21M139356X},
  doi          = {10.1137/21M139356X},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/ArmstrongGS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/AskariRdG21,
  author       = {Armin Askari and
                  Quentin Rebjock and
                  Alexandre d'Aspremont and
                  Laurent El Ghaoui},
  title        = {{FANOK:} Knockoffs in Linear Time},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {833--853},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1363698},
  doi          = {10.1137/20M1363698},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/AskariRdG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/Atchade21,
  author       = {Yves F. Atchad{\'{e}}},
  title        = {Approximate Spectral Gaps for Markov Chain Mixing Times in High Dimensions},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {854--872},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1283082},
  doi          = {10.1137/19M1283082},
  timestamp    = {Tue, 19 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/Atchade21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/AziznejadU21,
  author       = {Shayan Aziznejad and
                  Michael Unser},
  title        = {Multikernel Regression with Sparsity Constraint},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {201--224},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1318882},
  doi          = {10.1137/20M1318882},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/AziznejadU21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/Bach21,
  author       = {Francis R. Bach},
  title        = {On the Effectiveness of Richardson Extrapolation in Data Science},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1251--1277},
  year         = {2021},
  url          = {https://doi.org/10.1137/21M1397349},
  doi          = {10.1137/21M1397349},
  timestamp    = {Tue, 25 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/Bach21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BasuNS21,
  author       = {Amitabh Basu and
                  Tu Nguyen and
                  Ao Sun},
  title        = {Admissibility of Solution Estimators for Stochastic Optimization},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {31--51},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1291546},
  doi          = {10.1137/19M1291546},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/BasuNS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BauchNZ21,
  author       = {Jonathan Bauch and
                  Boaz Nadler and
                  Pini Zilber},
  title        = {Rank 2r Iterative Least Squares: Efficient Recovery of Ill-Conditioned
                  Low Rank Matrices from Few Entries},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {439--465},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1315294},
  doi          = {10.1137/20M1315294},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/BauchNZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BergermannSV21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {758--785},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1352028},
  doi          = {10.1137/20M1352028},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/BergermannSV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BirrellDKRW21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1093--1116},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1368926},
  doi          = {10.1137/20M1368926},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/BirrellDKRW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BoedihardjoDS21,
  author       = {March Boedihardjo and
                  Shaofeng Deng and
                  Thomas Strohmer},
  title        = {A Performance Guarantee for Spectral Clustering},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {369--387},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1352193},
  doi          = {10.1137/20M1352193},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/BoedihardjoDS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BortoliDDGL21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {52--82},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1307731},
  doi          = {10.1137/19M1307731},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/BortoliDDGL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/BoydFMMOW21,
  author       = {Zachary M. Boyd and
                  Nicolas Fraiman and
                  Jeremy Louis 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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {467--493},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1348315},
  doi          = {10.1137/20M1348315},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/BoydFMMOW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/CharisopoulosBD21,
  author       = {Vasileios Charisopoulos and
                  Austin R. Benson and
                  Anil Damle},
  title        = {Communication-Efficient Distributed Eigenspace Estimation},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1067--1092},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1364862},
  doi          = {10.1137/20M1364862},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/CharisopoulosBD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/ChauMRSZ21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {959--986},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1355392},
  doi          = {10.1137/20M1355392},
  timestamp    = {Tue, 04 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/ChauMRSZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/Cooper21,
  author       = {Yaim Cooper},
  title        = {Global Minima of Overparameterized Neural Networks},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {676--691},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1308943},
  doi          = {10.1137/19M1308943},
  timestamp    = {Wed, 14 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/Cooper21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/CowenDHMW21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {142--170},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1324089},
  doi          = {10.1137/20M1324089},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/CowenDHMW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/CzajaDJN21,
  author       = {Wojciech Czaja and
                  Dong Dong and
                  Pierre{-}Emmanuel Jabin and
                  Franck Olivier Ndjakou Njeunje},
  title        = {Transport Model for Feature Extraction},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {321--341},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1296926},
  doi          = {10.1137/19M1296926},
  timestamp    = {Sat, 10 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/CzajaDJN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/DoanMR21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {298--320},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1311971},
  doi          = {10.1137/20M1311971},
  timestamp    = {Fri, 24 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/DoanMR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/FanuelSS21,
  author       = {Micha{\"{e}}l Fanuel and
                  Joachim Schreurs and
                  Johan A. K. Suykens},
  title        = {Diversity Sampling is an Implicit Regularization for Kernel Methods},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {280--297},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1320031},
  doi          = {10.1137/20M1320031},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/FanuelSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/GhaouiGTAT21,
  author       = {Laurent El Ghaoui and
                  Fangda Gu and
                  Bertrand Travacca and
                  Armin Askari and
                  Alicia Y. Tsai},
  title        = {Implicit Deep Learning},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {930--958},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1358517},
  doi          = {10.1137/20M1358517},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/GhaouiGTAT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/GossmannPWS21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {692--714},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1333110},
  doi          = {10.1137/20M1333110},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/GossmannPWS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/GrishchenkoIMA21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {715--735},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1347772},
  doi          = {10.1137/20M1347772},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/GrishchenkoIMA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/GuGWX21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1168--1196},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1360700},
  doi          = {10.1137/20M1360700},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/GuGWX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/GuptaH21,
  author       = {Abhishek Gupta and
                  William B. Haskell},
  title        = {Convergence of Recursive Stochastic Algorithms Using Wasserstein Divergence},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1141--1167},
  year         = {2021},
  url          = {https://doi.org/10.1137/21M1389808},
  doi          = {10.1137/21M1389808},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/GuptaH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/HaddockM21,
  author       = {Jamie Haddock and
                  Anna Ma},
  title        = {Greed Works: An Improved Analysis of Sampling Kaczmarz-Motzkin},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {342--368},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1307044},
  doi          = {10.1137/19M1307044},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/HaddockM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/HarrisZ21,
  author       = {Kameron Decker Harris and
                  Yizhe Zhu},
  title        = {Deterministic Tensor Completion with Hypergraph Expanders},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1117--1140},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1379745},
  doi          = {10.1137/20M1379745},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/HarrisZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/JaffeAANCK21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {113--141},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1365715},
  doi          = {10.1137/20M1365715},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/JaffeAANCK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/JorgensenS21,
  author       = {Palle E. T. Jorgensen and
                  David E. Stewart},
  title        = {Approximation Properties of Ridge Functions and Extreme Learning Machines},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {815--832},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1356348},
  doi          = {10.1137/20M1356348},
  timestamp    = {Wed, 23 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/JorgensenS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/KhamaruPRWJ21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1013--1040},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1331524},
  doi          = {10.1137/20M1331524},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/KhamaruPRWJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/KuengT21,
  author       = {Richard Kueng and
                  Joel A. Tropp},
  title        = {Binary Component Decomposition Part {I:} The Positive-Semidefinite
                  Case},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {544--572},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1278612},
  doi          = {10.1137/19M1278612},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/KuengT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/LandaCK21,
  author       = {Boris Landa and
                  Ronald R. Coifman and
                  Yuval Kluger},
  title        = {Doubly Stochastic Normalization of the Gaussian Kernel Is Robust to
                  Heteroskedastic Noise},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {388--413},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1342124},
  doi          = {10.1137/20M1342124},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/LandaCK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/Leeb21,
  author       = {William E. Leeb},
  title        = {Matrix Denoising for Weighted Loss Functions and Heterogeneous Signals},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {987--1012},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1319577},
  doi          = {10.1137/20M1319577},
  timestamp    = {Wed, 03 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/Leeb21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/Li21,
  author       = {Weilin Li},
  title        = {Generalization Error of Minimum Weighted Norm and Kernel Interpolation},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {414--438},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1359912},
  doi          = {10.1137/20M1359912},
  timestamp    = {Sat, 10 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/Li21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/LiKAZZLHV21,
  author       = {Qunwei Li and
                  Bhavya Kailkhura and
                  Rushil Anirudh and
                  Jize Zhang and
                  Yi Zhou and
                  Yingbin Liang and
                  Thomas Yong{-}Jin Han and
                  Pramod K. Varshney},
  title        = {{MR-GAN:} Manifold Regularized Generative Adversarial Networks for
                  Scientific Data},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1197--1222},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1344299},
  doi          = {10.1137/20M1344299},
  timestamp    = {Mon, 16 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/LiKAZZLHV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/MarchandGHD21,
  author       = {Melissa Marchand and
                  Kyle A. Gallivan and
                  Wen Huang and
                  Paul Van Dooren},
  title        = {Analysis of the Neighborhood Pattern Similarity Measure for the Role
                  Extraction Problem},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {736--757},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1358785},
  doi          = {10.1137/20M1358785},
  timestamp    = {Mon, 13 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/MarchandGHD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/NewmanRHW21,
  author       = {Elizabeth Newman and
                  Lars Ruthotto and
                  Joseph L. Hart and
                  Bart G. van Bloemen Waanders},
  title        = {Train Like a (Var)Pro: Efficient Training of Neural Networks with
                  Variable Projection},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1041--1066},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1359511},
  doi          = {10.1137/20M1359511},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/NewmanRHW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/OngiePBWN21,
  author       = {Greg Ongie and
                  Daniel L. Pimentel{-}Alarc{\'{o}}n and
                  Laura Balzano and
                  Rebecca Willett and
                  Robert D. Nowak},
  title        = {Tensor Methods for Nonlinear Matrix Completion},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {253--279},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1323448},
  doi          = {10.1137/20M1323448},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/OngiePBWN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/Osting0XZ21,
  author       = {Braxton Osting and
                  Dong Wang and
                  Yiming Xu and
                  Dominique Zosso},
  title        = {Consistency of Archetypal Analysis},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {1--30},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1331792},
  doi          = {10.1137/20M1331792},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/Osting0XZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/PottsS21,
  author       = {Daniel Potts and
                  Michael Schmischke},
  title        = {Interpretable Approximation of High-Dimensional Data},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1301--1323},
  year         = {2021},
  url          = {https://doi.org/10.1137/21M1407707},
  doi          = {10.1137/21M1407707},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/PottsS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/RomanovBO21,
  author       = {Elad Romanov and
                  Tamir Bendory and
                  Or Ordentlich},
  title        = {Multi-Reference Alignment in High Dimensions: Sample Complexity and
                  Phase Transition},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {494--523},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1354994},
  doi          = {10.1137/20M1354994},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/RomanovBO21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/SalviCFLY21,
  author       = {Cristopher Salvi and
                  Thomas Cass and
                  James Foster and
                  Terry J. Lyons and
                  Weixin Yang},
  title        = {The Signature Kernel Is the Solution of a Goursat {PDE}},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {873--899},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1366794},
  doi          = {10.1137/20M1366794},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/SalviCFLY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/ShinRR21,
  author       = {Jaehyeok Shin and
                  Aaditya Ramdas and
                  Alessandro Rinaldo},
  title        = {On the Bias, Risk, and Consistency of Sample Means in Multi-armed
                  Bandits},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {4},
  pages        = {1278--1300},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1361249},
  doi          = {10.1137/20M1361249},
  timestamp    = {Tue, 25 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/simods/ShinRR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/ShindeNS21,
  author       = {Nimita Shinde and
                  Vishnu Narayanan and
                  James Saunderson},
  title        = {Memory-Efficient Structured Convex Optimization via Extreme Point
                  Sampling},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {3},
  pages        = {787--814},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1358037},
  doi          = {10.1137/20M1358037},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/ShindeNS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/TankLFS21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {83--112},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M133097X},
  doi          = {10.1137/20M133097X},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/TankLFS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/TorresCTE21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {656--675},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1352132},
  doi          = {10.1137/20M1352132},
  timestamp    = {Wed, 02 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/TorresCTE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/WebberTDDW21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {225--252},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1335984},
  doi          = {10.1137/20M1335984},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/WebberTDDW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/YurtseverTFUC21,
  author       = {Alp Yurtsever and
                  Joel A. Tropp and
                  Olivier Fercoq and
                  Madeleine Udell and
                  Volkan Cevher},
  title        = {Scalable Semidefinite Programming},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {1},
  pages        = {171--200},
  year         = {2021},
  url          = {https://doi.org/10.1137/19M1305045},
  doi          = {10.1137/19M1305045},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/YurtseverTFUC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/ZhangG21,
  author       = {Ruda Zhang and
                  Roger G. Ghanem},
  title        = {Normal-Bundle Bootstrap},
  journal      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {573--592},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1356002},
  doi          = {10.1137/20M1356002},
  timestamp    = {Thu, 29 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/ZhangG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/simods/ZhangZST21,
  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      = {{SIAM} J. Math. Data Sci.},
  volume       = {3},
  number       = {2},
  pages        = {524--543},
  year         = {2021},
  url          = {https://doi.org/10.1137/20M1344160},
  doi          = {10.1137/20M1344160},
  timestamp    = {Wed, 14 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simods/ZhangZST21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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