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Gerard BEN AROUS
Gerard BEN AROUS
Professor of Mathematics, NYU Shanghai and Courant Institute of Mathematical Sciences, New York
Adresse e-mail validée de nyu.edu - Page d'accueil
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The loss surfaces of multilayer networks
A Choromanska, M Henaff, M Mathieu, GB Arous, Y LeCun
Artificial intelligence and statistics, 192-204, 2015
17092015
Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices
J Baik, G Ben Arous, S Péché
12302005
Large deviations for Wigner's law and Voiculescu's non-commutative entropy
GB Arous, A Guionnet
Probability theory and related fields 108, 517-542, 1997
4481997
Random matrices and complexity of spin glasses
A Auffinger, GB Arous, J Černý
Communications on Pure and Applied Mathematics 66 (2), 165-201, 2013
3422013
Aging of spherical spin glasses
GB Arous, A Dembo, A Guionnet
Probability theory and related fields 120, 1-67, 2001
2762001
Décroissance exponentielle du noyau de la chaleur sur la diagonale (II)
GB Arous, R Léandre
Probability Theory and Related Fields 90, 377-402, 1991
214*1991
Complexity of random smooth functions on the high-dimensional sphere
A Auffinger, G Ben Arous
1852013
Flots et séries de Taylor stochastiques
GB Arous
Probability Theory and Related Fields 81, 29-77, 1989
1761989
The canonical equation of adaptive dynamics: a mathematical view
N Champagnat, R Ferričre, G Ben Arous4
Selection 2 (1-2), 73-83, 2002
1732002
Open problem: The landscape of the loss surfaces of multilayer networks
A Choromanska, Y LeCun, GB Arous
Conference on Learning Theory, 1756-1760, 2015
1492015
The spectrum of heavy tailed random matrices
GB Arous, A Guionnet
Communications in Mathematical Physics 278 (3), 715-751, 2008
1492008
Poisson convergence for the largest eigenvalues of heavy tailed random matrices
A Auffinger, G Ben Arous, S Péché
Annales de l'IHP Probabilités et statistiques 45 (3), 589-610, 2009
1462009
The landscape of the spiked tensor model
GB Arous, S Mei, A Montanari, M Nica
Communications on Pure and Applied Mathematics 72 (11), 2282-2330, 2019
1402019
Complex energy landscapes in spiked-tensor and simple glassy models: Ruggedness, arrangements of local minima, and phase transitions
V Ros, G Ben Arous, G Biroli, C Cammarota
Physical Review X 9 (1), 011003, 2019
1392019
Développement asymptotique du noyau de la chaleur hypoelliptique hors du cut-locus
G Ben Arous
Annales scientifiques de l'Ecole normale supérieure 21 (3), 307-331, 1988
1391988
Comparing dynamics: Deep neural networks versus glassy systems
M Baity-Jesi, L Sagun, M Geiger, S Spigler, GB Arous, C Cammarota, ...
International Conference on Machine Learning, 314-323, 2018
1352018
Large deviations for Langevin spin glass dynamics
GB Arous, A Guionnet
Probability Theory and Related Fields 102, 455-509, 1995
1321995
Methods de Laplace et de la phase stationnaire sur l'espace de Wiener
GB Arous
Stochastics 25 (3), 125-153, 1988
1291988
Large deviations from the circular law
GB Arous, O Zeitouni
ESAIM: Probability and Statistics 2, 123-134, 1998
1201998
Limit theorems for sums of random exponentials
G Ben Arous, LV Bogachev, SA Molchanov
Probability theory and related fields 132, 579-612, 2005
1172005
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