An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems

Pacific Journal of Optimization

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Bibliographic Details
Main Authors:	Toh, K.-C., Yun, S.
Other Authors:	MATHEMATICS
Format:	Article
Published:	2014
Subjects:	Iteration complexity Matrix completion Nuclear norm minimization Proximal gradient Singular value decomposition
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/102811
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-102811
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spelling	sg-nus-scholar.10635-1028112024-11-08T17:52:22Z An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems Toh, K.-C. Yun, S. MATHEMATICS Iteration complexity Matrix completion Nuclear norm minimization Proximal gradient Singular value decomposition Pacific Journal of Optimization 6 3 615-640 2014-10-28T02:29:59Z 2014-10-28T02:29:59Z 2010 Article Toh, K.-C.,Yun, S. (2010). An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems. Pacific Journal of Optimization 6 (3) : 615-640. ScholarBank@NUS Repository. 13489151 http://scholarbank.nus.edu.sg/handle/10635/102811 NOT_IN_WOS Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Iteration complexity Matrix completion Nuclear norm minimization Proximal gradient Singular value decomposition
spellingShingle	Iteration complexity Matrix completion Nuclear norm minimization Proximal gradient Singular value decomposition Toh, K.-C. Yun, S. An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
description	Pacific Journal of Optimization
author2	MATHEMATICS
author_facet	MATHEMATICS Toh, K.-C. Yun, S.
format	Article
author	Toh, K.-C. Yun, S.
author_sort	Toh, K.-C.
title	An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
title_short	An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
title_full	An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
title_fullStr	An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
title_full_unstemmed	An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
title_sort	accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/102811
_version_	1821213835642535936

An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems

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