Non-convergence of Adam and other adaptive stochastic gradient descent optimization methods for non-vanishing learning rates

Fuente: arXiv

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Bibliographic Details
Main Authors:	Dereich, Steffen, Graeber, Robin, Jentzen, Arnulf
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Optimization and Control Probability 60J22 (Primary), 65K10, 60J20, 65C40 (Secondary) G.1.6; F.2.0; G.3
Online Access:	Acceder al recurso
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Internet

https://arxiv.org/abs/2407.08100