A coordinate gradient descent method for l1-regularized convex minimization

10.1007/s10589-009-9251-8

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Bibliographic Details
Main Authors:	Yun, S., Toh, K.-C.
Other Authors:	SINGAPORE-MIT ALLIANCE
Format:	Conference or Workshop Item
Published:	2014
Subjects:	Compressed sensing Convex optimization Coordinate gradient descent Image deconvolution L1- Regularization Linear least squares Logistic regression Q-linear convergence
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/114661
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-114661
record_format	dspace
spelling	sg-nus-scholar.10635-1146612023-10-26T20:25:11Z A coordinate gradient descent method for l1-regularized convex minimization Yun, S. Toh, K.-C. SINGAPORE-MIT ALLIANCE Compressed sensing Convex optimization Coordinate gradient descent Image deconvolution L1- Regularization Linear least squares Logistic regression Q-linear convergence 10.1007/s10589-009-9251-8 Computational Optimization and Applications 48 2 273-307 CPPPE 2014-12-02T08:39:20Z 2014-12-02T08:39:20Z 2011-03 Conference Paper Yun, S., Toh, K.-C. (2011-03). A coordinate gradient descent method for l1-regularized convex minimization. Computational Optimization and Applications 48 (2) : 273-307. ScholarBank@NUS Repository. https://doi.org/10.1007/s10589-009-9251-8 09266003 http://scholarbank.nus.edu.sg/handle/10635/114661 000288551600006 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Compressed sensing Convex optimization Coordinate gradient descent Image deconvolution L1- Regularization Linear least squares Logistic regression Q-linear convergence
spellingShingle	Compressed sensing Convex optimization Coordinate gradient descent Image deconvolution L1- Regularization Linear least squares Logistic regression Q-linear convergence Yun, S. Toh, K.-C. A coordinate gradient descent method for l1-regularized convex minimization
description	10.1007/s10589-009-9251-8
author2	SINGAPORE-MIT ALLIANCE
author_facet	SINGAPORE-MIT ALLIANCE Yun, S. Toh, K.-C.
format	Conference or Workshop Item
author	Yun, S. Toh, K.-C.
author_sort	Yun, S.
title	A coordinate gradient descent method for l1-regularized convex minimization
title_short	A coordinate gradient descent method for l1-regularized convex minimization
title_full	A coordinate gradient descent method for l1-regularized convex minimization
title_fullStr	A coordinate gradient descent method for l1-regularized convex minimization
title_full_unstemmed	A coordinate gradient descent method for l1-regularized convex minimization
title_sort	coordinate gradient descent method for l1-regularized convex minimization
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/114661
_version_	1781789303241703424

A coordinate gradient descent method for l1-regularized convex minimization

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