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Free Energy Wells and Overlap Gap Property in Sparse PCA

Jun 18, 2020
Gérard Ben Arous, Alexander S. Wein, Ilias Zadik

* 63 pages. Accepted for presentation at the Conference on Learning Theory (COLT) 2020 

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Landscape Complexity for the Empirical Risk of Generalized Linear Models

Dec 04, 2019
Antoine Maillard, Gérard Ben Arous, Giulio Biroli

* 17 pages and 18 pages appendix 

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The Loss Surfaces of Multilayer Networks

Jan 21, 2015
Anna Choromanska, Mikael Henaff, Michael Mathieu, Gérard Ben Arous, Yann LeCun

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