Gérard Ben Arous

The Loss Surfaces of Multilayer Networks

Yann LeCun, Anna Choromanska, Mikael Henaff, 2014, AISTATS.

Open Problem: The landscape of the loss surfaces of multilayer networks

Yann LeCun, Anna Choromanska, Gérard Ben Arous, 2015, COLT.

The Complexity of Random Functions of Many Variables

Gérard Ben Arous, 2016 .

The Loss Surface of Multilayer Networks pdf

Yann LeCun, Anna Choromanska, Mikael Henaff, 2014, ArXiv.

Algorithms for stochastic approximations of curvature flows

Nahum Shimkin, Allen R. Tannenbaum, Gözde B. Ünal, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Crystalline Stochastic Systems and Curvature Driven Flows

Allen R. Tannenbaum, Ofer Zeitouni, Gérard Ben Arous, 2003, Mathematical Systems Theory in Biology, Communications, Computation, and Finance.

A two armed bandit type problem

Michel Benaïm, Gérard Ben Arous, 2003, Int. J. Game Theory.

Glauber Dynamics of the Random Energy Model

Anton Bovier, Véronique Gayrard, Gérard Ben Arous, 2003 .

Large deviations for Brownian motion on the Sierpinski gasket

Gérard Ben Arous, Takashi Kumagai, T. Kumagai, 2000 .

Aging in the random energy model.

Anton Bovier, Véronique Gayrard, Gérard Ben Arous, 2002, Physical review letters.

Stochastic approximations to curve-shortening flows via particle systems

Allen Tannenbaum, Ofer Zeitouni, Gérard Ben Arous, 2003 .