Gérard Ben Arous - researchr alias

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Viewing Publication 1 - 8 from 8

2022

High-dimensional limit theorems for SGD: Effective dynamics and critical scalingGérard Ben Arous, Reza Gheissari, Aukosh Jagannath. nips 2022: [doi]

2021

Online stochastic gradient descent on non-convex losses from high-dimensional inferenceGérard Ben Arous, Reza Gheissari, Aukosh Jagannath. jmlr, 22, 2021. [doi]

2020

Free Energy Wells and Overlap Gap Property in Sparse PCAGérard Ben Arous, Alexander S. Wein, Ilias Zadik. colt 2020: 479-482 [doi]

Landscape Complexity for the Empirical Risk of Generalized Linear ModelsAntoine Maillard, Gérard Ben Arous, Giulio Biroli. msml 2020: 287-327 [doi]

2018

Comparing Dynamics: Deep Neural Networks versus Glassy SystemsMarco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli. icml 2018: 324-333 [doi]

2015

Open Problem: The landscape of the loss surfaces of multilayer networksAnna Choromanska, Yann LeCun, Gérard Ben Arous. colt 2015: 1756-1760 [doi]

The Loss Surfaces of Multilayer NetworksAnna Choromanska, Mikael Henaff, Michaël Mathieu, Gérard Ben Arous, Yann LeCun. aistats 2015: [doi]

2003

Crystalline Stochastic Systems and Curvature Driven FlowsGérard Ben Arous, Allen Tannenbaum, Ofer Zeitouni. In Joachim Rosenthal, David S. Gilliam, editors, Mathematical Systems Theory in Biology, Communications, Computation, and Finance. pages 41-61, Springer, 2003. [doi]

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