The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof

hal.structure.identifier	CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
dc.contributor.author	Turinici, Gabriel HAL ID: 16 ORCID: 0000-0003-2713-006X
dc.date.accessioned	2021-11-03T09:54:15Z
dc.date.available	2021-11-03T09:54:15Z
dc.date.issued	2021
dc.identifier.uri	https://basepub.dauphine.psl.eu/handle/123456789/22154
dc.language.iso	en	en
dc.subject	Stochastic Gradient Descent	en
dc.subject	Neural Network	en
dc.subject	SGD	en
dc.subject	Adam	en
dc.subject	RMSprop	en
dc.subject.ddc	515	en
dc.title	The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof	en
dc.type	Document de travail / Working paper
dc.description.abstracten	We give here a proof of the convergence of the Stochastic Gradient Descent (SGD) in a self-contained manner.	en
dc.publisher.city	Paris	en
dc.identifier.citationpages	5	en
dc.relation.ispartofseriestitle	Cahier de recherche du CEREMADE	en
dc.identifier.urlsite	https://hal.archives-ouvertes.fr/hal-03184035	en
dc.subject.ddclabel	Analyse	en
dc.identifier.citationdate	2021
dc.description.ssrncandidate	non
dc.description.halcandidate	non	en
dc.description.readership	recherche	en
dc.description.audience	International	en
dc.date.updated	2021-11-03T09:51:28Z
hal.author.function	aut

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