
The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof
Turinici, Gabriel (2021), The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof. https://basepub.dauphine.psl.eu/handle/123456789/22154
Type
Document de travail / Working paperExternal document link
https://hal.archives-ouvertes.fr/hal-03184035Date
2021Series title
Cahier de recherche du CEREMADEPublished in
Paris
Pages
5
Metadata
Show full item recordAbstract (EN)
We give here a proof of the convergence of the Stochastic Gradient Descent (SGD) in a self-contained manner.Subjects / Keywords
Stochastic Gradient Descent; Neural Network; SGD; Adam; RMSpropRelated items
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