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Gérard Ben Arous
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2020 – today
- 2024
- [c8]Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath:
High-dimensional SGD aligns with emerging outlier eigenspaces. ICLR 2024 - 2023
- [i8]Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath:
High-dimensional SGD aligns with emerging outlier eigenspaces. CoRR abs/2310.03010 (2023) - 2022
- [c7]Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath:
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. NeurIPS 2022 - [i7]Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath:
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. CoRR abs/2206.04030 (2022) - 2021
- [j2]Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath:
Online stochastic gradient descent on non-convex losses from high-dimensional inference. J. Mach. Learn. Res. 22: 106:1-106:51 (2021) - [i6]Gérard Ben Arous, Daniel Zhengyu Huang, Jiaoyang Huang:
Long Random Matrices and Tensor Unfolding. CoRR abs/2110.10210 (2021) - 2020
- [c6]Gérard Ben Arous, Alexander S. Wein, Ilias Zadik:
Free Energy Wells and Overlap Gap Property in Sparse PCA. COLT 2020: 479-482 - [c5]Antoine Maillard, Gérard Ben Arous, Giulio Biroli:
Landscape Complexity for the Empirical Risk of Generalized Linear Models. MSML 2020: 287-327 - [i5]Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath:
A classification for the performance of online SGD for high-dimensional inference. CoRR abs/2003.10409 (2020) - [i4]Gérard Ben Arous, Alexander S. Wein, Ilias Zadik:
Free Energy Wells and Overlap Gap Property in Sparse PCA. CoRR abs/2006.10689 (2020)
2010 – 2019
- 2019
- [i3]Antoine Maillard
, Gérard Ben Arous, Giulio Biroli:
Landscape Complexity for the Empirical Risk of Generalized Linear Models. CoRR abs/1912.02143 (2019) - 2018
- [c4]Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli:
Comparing Dynamics: Deep Neural Networks versus Glassy Systems. ICML 2018: 324-333 - [i2]Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli:
Comparing Dynamics: Deep Neural Networks versus Glassy Systems. CoRR abs/1803.06969 (2018) - 2015
- [c3]Anna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun:
The Loss Surfaces of Multilayer Networks. AISTATS 2015 - [c2]Anna Choromanska, Yann LeCun, Gérard Ben Arous:
Open Problem: The landscape of the loss surfaces of multilayer networks. COLT 2015: 1756-1760 - 2014
- [i1]Anna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun:
The Loss Surface of Multilayer Networks. CoRR abs/1412.0233 (2014)
2000 – 2009
- 2003
- [j1]Michel Benaïm
, Gérard Ben Arous:
A two armed bandit type problem. Int. J. Game Theory 32(1): 3-16 (2003) - [c1]Gozde B. Unal, Delphine Nain, Gérard Ben Arous, Nahum Shimkin, Allen R. Tannenbaum, Ofer Zeitouni:
Algorithms for stochastic approximations of curvature flows. ICIP (2) 2003: 651-654 - [p1]Gérard Ben Arous, Allen R. Tannenbaum, Ofer Zeitouni:
Crystalline Stochastic Systems and Curvature Driven Flows. Mathematical Systems Theory in Biology, Communications, Computation, and Finance 2003: 41-61
Coauthor Index
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last updated on 2024-07-30 20:48 CEST by the dblp team
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