STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS

Ph.D

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Bibliographic Details
Main Author:	DING KUANGYU
Other Authors:	MATHEMATICS
Format:	Theses and Dissertations
Language:	English
Published:	2023
Subjects:	Stochastic optimization, Bregman gradient methods, Relative smoothness, Conservative field, Deep learning, Saddle point
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/246586
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-246586
record_format	dspace
spelling	sg-nus-scholar.10635-2465862023-12-31T18:00:46Z STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS DING KUANGYU MATHEMATICS Kim Chuan Toh Stochastic optimization, Bregman gradient methods, Relative smoothness, Conservative field, Deep learning, Saddle point Ph.D DOCTOR OF PHILOSOPHY (FOS) 2023-12-31T18:00:46Z 2023-12-31T18:00:46Z 2023-08-20 Thesis DING KUANGYU (2023-08-20). STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/246586 0000-0002-5131-2106 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Stochastic optimization, Bregman gradient methods, Relative smoothness, Conservative field, Deep learning, Saddle point
spellingShingle	Stochastic optimization, Bregman gradient methods, Relative smoothness, Conservative field, Deep learning, Saddle point DING KUANGYU STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
description	Ph.D
author2	MATHEMATICS
author_facet	MATHEMATICS DING KUANGYU
format	Theses and Dissertations
author	DING KUANGYU
author_sort	DING KUANGYU
title	STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
title_short	STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
title_full	STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
title_fullStr	STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
title_full_unstemmed	STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS
title_sort	stochastic bregman gradient-type algorithms for nonconvex optimization and convex-concave saddle point problems
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/246586
_version_	1787136386448490496

STOCHASTIC BREGMAN GRADIENT-TYPE ALGORITHMS FOR NONCONVEX OPTIMIZATION AND CONVEX-CONCAVE SADDLE POINT PROBLEMS

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