Gérard Ben Arous

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 15

Top Topics

Top Venues

Publications

Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath
High-dimensional SGD aligns with emerging outlier eigenspaces. ICLR (2024)
Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath
High-dimensional SGD aligns with emerging outlier eigenspaces. CoRR (2023)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. NeurIPS (2022)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling. CoRR (2022)
Gérard Ben Arous, Daniel Zhengyu Huang, Jiaoyang Huang
Long Random Matrices and Tensor Unfolding. CoRR (2021)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
Online stochastic gradient descent on non-convex losses from high-dimensional inference. J. Mach. Learn. Res. 22 (2021)
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
A classification for the performance of online SGD for high-dimensional inference. CoRR (2020)
Antoine Maillard, Gérard Ben Arous, Giulio Biroli
Landscape Complexity for the Empirical Risk of Generalized Linear Models. MSML (2020)
Gérard Ben Arous, Alexander S. Wein, Ilias Zadik
Free Energy Wells and Overlap Gap Property in Sparse PCA. COLT (2020)
Gérard Ben Arous, Alexander S. Wein, Ilias Zadik
Free Energy Wells and Overlap Gap Property in Sparse PCA. CoRR (2020)
Antoine Maillard, Gérard Ben Arous, Giulio Biroli
Landscape Complexity for the Empirical Risk of Generalized Linear Models. CoRR (2019)
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 (2018)
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)
Anna Choromanska, Yann LeCun, Gérard Ben Arous
Open Problem: The landscape of the loss surfaces of multilayer networks. COLT (2015)
Anna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun
The Loss Surfaces of Multilayer Networks. AISTATS (2015)
Anna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun
The Loss Surface of Multilayer Networks. CoRR (2014)
Michel Benaïm, Gérard Ben Arous
A two armed bandit type problem. Int. J. Game Theory 32 (1) (2003)
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)