SIAM Journal on Mathematics of Data Science
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131
(FIVE YEARS 98)

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7
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Published By Society For Industrial And Applied Mathematics

2577-0187
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

scholarly journals Sensitivity-Informed Provable Pruning of Neural Networks

2022 ◽  
Vol 4 (1) ◽  
pp. 26-45
Author(s):  
Cenk Baykal ◽  
Lucas Liebenwein ◽  
Igor Gilitschenski ◽  
Dan Feldman ◽  
Daniela Rus
Keyword(s):  
Neural Networks

scholarly journals Block Bregman Majorization Minimization with Extrapolation

2022 ◽  
Vol 4 (1) ◽  
pp. 1-25
Author(s):  
Le Thi Khanh Hien ◽  
Duy Nhat Phan ◽  
Nicolas Gillis ◽  
Masoud Ahookhosh ◽  
Panagiotis Patrinos

scholarly journals Consistency of Archetypal Analysis

2021 ◽  
Vol 3 (1) ◽  
pp. 1-30
Author(s):  
Braxton Osting ◽  
Dong Wang ◽  
Yiming Xu ◽  
Dominique Zosso
Keyword(s):  
Archetypal Analysis

scholarly journals Global Minima of Overparameterized Neural Networks

2021 ◽  
Vol 3 (2) ◽  
pp. 676-691
Author(s):  
Yaim Cooper
Keyword(s):  
Neural Networks ◽  
Global Minima

scholarly journals The Signature Kernel Is the Solution of a Goursat PDE

2021 ◽  
Vol 3 (3) ◽  
pp. 873-899
Author(s):  
Cristopher Salvi ◽  
Thomas Cass ◽  
James Foster ◽  
Terry Lyons ◽  
Weixin Yang

scholarly journals Communication-Efficient Distributed Eigenspace Estimation

2021 ◽  
Vol 3 (4) ◽  
pp. 1067-1092
Author(s):  
Vasileios Charisopoulos ◽  
Austin R. Benson ◽  
Anil Damle

scholarly journals Rank $2r$ Iterative Least Squares: Efficient Recovery of Ill-Conditioned Low Rank Matrices from Few Entries

2021 ◽  
Vol 3 (1) ◽  
pp. 439-465
Author(s):  
Jonathan Bauch ◽  
Boaz Nadler ◽  
Pini Zilber
Keyword(s):  
Least Squares ◽  
Low Rank ◽  
Efficient Recovery

scholarly journals Normal-Bundle Bootstrap

2021 ◽  
Vol 3 (2) ◽  
pp. 573-592
Author(s):  
Ruda Zhang ◽  
Roger Ghanem
Keyword(s):  
Normal Bundle
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