About
Discord Stateoftheart AI
GitHub

Publications

Cited by

6811

Gerard BEN AROUS

probability theorystatistical mechanicsstochastic analysisrandom matricesspin glasses
Courant Institute of Mathematical Sciences

United States

Papers and Citations

1 - 50
The loss surfaces of multilayer networks
2015
Michael Mathieu
Gerard BEN AROUS
Anna Choromanska
+2
Cited by 945
Open problem: The landscape of the loss surfaces of multilayer networks
2015
Anna Choromanska
Gerard BEN AROUS
Yann LeCun
Cited by 88
The landscape of the spiked tensor model
2019
Mihai Nica
Andrea Montanari
Song Mei
+1
Cited by 53
Explorations on high dimensional landscapes
2014
Gerard BEN AROUS
V. Uğur G�ney
Levent Sagun
+1
Cited by 52
Algorithms for stochastic approximations of curvature flows
2003
D Nain
O Zeitouni
G Unal
+3
Cited by 12
Stochastic approximations to curve-shortening flows via particle systems
2003
Gerard BEN AROUS
Allen Tannenbaum
ofer zeitouni
Cited by 10
Landscape complexity for the empirical risk of generalized linear models
2020
Gerard BEN AROUS
Giulio Biroli
Antoine Maillard
Cited by 2
A classification for the performance of online SGD for high-dimensional inference
2020
R Gheissari
Gerard BEN AROUS
A Jagannath
Cited by 1
Online stochastic gradient descent on non-convex losses from high-dimensional inference
2021
R Gheissari
A Jagannath
Gerard BEN AROUS
Cited by
Crystalline stochastic systems and curvature driven flows
2003
Allen Tannenbaum
ofer zeitouni
Gerard BEN AROUS
Cited by