A Mean-Field Optimal Control Formulation of Deep Learning

Research in the Mathematical Sciences

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Bibliographic Details
Main Authors:	Weinan, E, Han, Jiequn, Li, Qianxiao
Other Authors:	MATHEMATICS
Format:	Article
Published:	Springer 2019
Subjects:	math.OC cs.LG
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/156795
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-156795
record_format	dspace
spelling	sg-nus-scholar.10635-1567952024-04-25T01:32:16Z A Mean-Field Optimal Control Formulation of Deep Learning Weinan, E Han, Jiequn Li, Qianxiao MATHEMATICS math.OC math.OC cs.LG Research in the Mathematical Sciences 6 1 2019-07-22T01:24:46Z 2019-07-22T01:24:46Z 2019-03-03 2019-07-19T13:46:27Z Article Weinan, E, Han, Jiequn, Li, Qianxiao (2019-03-03). A Mean-Field Optimal Control Formulation of Deep Learning. Research in the Mathematical Sciences 6 (1). ScholarBank@NUS Repository. 25220144 21979847 https://scholarbank.nus.edu.sg/handle/10635/156795 Springer Elements
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	math.OC math.OC cs.LG
spellingShingle	math.OC math.OC cs.LG Weinan, E Han, Jiequn Li, Qianxiao A Mean-Field Optimal Control Formulation of Deep Learning
description	Research in the Mathematical Sciences
author2	MATHEMATICS
author_facet	MATHEMATICS Weinan, E Han, Jiequn Li, Qianxiao
format	Article
author	Weinan, E Han, Jiequn Li, Qianxiao
author_sort	Weinan, E
title	A Mean-Field Optimal Control Formulation of Deep Learning
title_short	A Mean-Field Optimal Control Formulation of Deep Learning
title_full	A Mean-Field Optimal Control Formulation of Deep Learning
title_fullStr	A Mean-Field Optimal Control Formulation of Deep Learning
title_full_unstemmed	A Mean-Field Optimal Control Formulation of Deep Learning
title_sort	mean-field optimal control formulation of deep learning
publisher	Springer
publishDate	2019
url	https://scholarbank.nus.edu.sg/handle/10635/156795
_version_	1800913669065801728

A Mean-Field Optimal Control Formulation of Deep Learning

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