Gérard Ben Arous

22 papers A* 5A 1Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2024 A* conf
High-dimensional SGD aligns with emerging outlier eigenspaces.
ICLR
Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath
2024 J jnl
High-dimensional optimization for multi-spiked tensor PCA.
CoRR
Gérard Ben Arous, Cédric Gerbelot, Vanessa Piccolo
2024 J jnl
Permutation recovery of spikes in noisy high-dimensional tensor estimation.
CoRR
Gérard Ben Arous, Cédric Gerbelot, Vanessa Piccolo
2024 J jnl
Stochastic gradient descent in high dimensions for multi-spiked tensor PCA.
CoRR
Gérard Ben Arous, Cédric Gerbelot, Vanessa Piccolo
2023 J jnl
High-dimensional SGD aligns with emerging outlier eigenspaces.
CoRR
Gérard Ben Arous, Reza Gheissari, Jiaoyang Huang, Aukosh Jagannath
2022 A* conf
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling.
NeurIPS
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
2022 J jnl
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling.
CoRR
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
2021 J jnl
Long Random Matrices and Tensor Unfolding.
CoRR
Gérard Ben Arous, Daniel Zhengyu Huang, Jiaoyang Huang
2021 J jnl
Online stochastic gradient descent on non-convex losses from high-dimensional inference.
J. Mach. Learn. Res.
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
2020 J jnl
A classification for the performance of online SGD for high-dimensional inference.
CoRR
Gérard Ben Arous, Reza Gheissari, Aukosh Jagannath
2020 A* conf
Free Energy Wells and Overlap Gap Property in Sparse PCA.
COLT
Gérard Ben Arous, Alexander S. Wein, Ilias Zadik
2020 J jnl
Free Energy Wells and Overlap Gap Property in Sparse PCA.
CoRR
Gérard Ben Arous, Alexander S. Wein, Ilias Zadik
2020 — conf
Landscape Complexity for the Empirical Risk of Generalized Linear Models.
MSML
Antoine Maillard, Gérard Ben Arous, Giulio Biroli
2019 J jnl
Landscape Complexity for the Empirical Risk of Generalized Linear Models.
CoRR
Antoine Maillard, Gérard Ben Arous, Giulio Biroli
2018 A* conf
Comparing Dynamics: Deep Neural Networks versus Glassy Systems.
ICML
Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli
2018 J jnl
Comparing Dynamics: Deep Neural Networks versus Glassy Systems.
CoRR
Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli
2015 A* conf
Open Problem: The landscape of the loss surfaces of multilayer networks.
COLT
Anna Choromanska, Yann LeCun, Gérard Ben Arous
2015 A conf
The Loss Surfaces of Multilayer Networks.
AISTATS
Anna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun
2014 J jnl
The Loss Surface of Multilayer Networks.
CoRR
Anna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun
2003 J jnl
A two armed bandit type problem.
Int. J. Game Theory
Michel Benaïm, Gérard Ben Arous
2003 — conf
Algorithms for stochastic approximations of curvature flows.
ICIP (2)
Gozde B. Unal, Delphine Nain, Gérard Ben Arous, Nahum Shimkin, Allen R. Tannenbaum, Ofer Zeitouni
2003 — ch.
Crystalline Stochastic Systems and Curvature Driven Flows.
Mathematical Systems Theory in Biology, Communications, Computation, and Finance
Gérard Ben Arous, Allen R. Tannenbaum, Ofer Zeitouni