The global convergence time of stochastic gradient descent in non-convex landscapes: Sharp estimates via large deviations

Fuente: arXiv

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Bibliographic Details
Main Authors:	Azizian, Waïss, Iutzeler, Franck, Malick, Jérôme, Mertikopoulos, Panayotis
Format:	Preprint
Published:	2025
Subjects:	Optimization and Control Machine Learning Primary 90C15, 90C26, 60F10, secondary 90C30, 68Q32
Online Access:	Acceder al recurso
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Internet

https://arxiv.org/abs/2503.16398