High-dimensional Asymptotics of Langevin Dynamics in Spiked Matrix Models

9 April 2022

Papers citing "High-dimensional Asymptotics of Langevin Dynamics in Spiked Matrix Models"

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Title
Rigorous dynamical mean field theory for stochastic gradient descent methods Cédric Gerbelot Emanuele Troiani Francesca Mignacco Florent Krzakala Lenka Zdeborova 22 26 0 12 Oct 2022
High-dimensional limit theorems for SGD: Effective dynamics and critical scaling Gerard Ben Arous Reza Gheissari Aukosh Jagannath 43 59 0 08 Jun 2022
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,185 0 30 Nov 2014