Optimization and Control

[26] Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

Junfeng Yang Nanjing University Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1701.27010

Mathematics of Computation, 82, (281), 301–329, 2013.1
[ Download ] [ 2017-01-26 17:18:55 uploaded by jfyang ] [ 1333 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[27] Convergence rate analysis for averaged fixed point iterations in common fixed point problems

J.M. Borwein University of Newcastle Guoyin Li University of New South Wales M.K. Tam University of Gottingen

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1904.25004

SIAM Journal on Optimization, 27, (1), 1–33, 2017
[ Download ] [ 2019-04-17 22:48:46 uploaded by gyli ] [ 1324 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[28] Global Convergence of ADMM in Nonconvex Nonsmooth Optimization

Yu Wang University of California, Berkeley Wotao Yin University of California, Los Angeles Jinshan Zeng Jiangxi Normal University

Optimization and Control mathscidoc:1903.27001

Journal of Scientific Computing, 78, 2019.1
[ Download ] [ 2019-03-19 20:13:08 uploaded by JinshanZeng ] [ 1316 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[29] On the convergence of decentralized gradient descent

Kun Yuan USTC Qing Ling USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27008

Distinguished Paper Award in 2017

SIAM Journal on Optimizatio, 2016
[ Download ] [ 2017-01-26 13:26:13 uploaded by qinglingustc ] [ 1302 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[30] Fast L1–L2 Minimization via a Proximal Operator

Yifei Lou University of Texas at Dallas Ming Yan Michigan State UniversityEast Lansing

Optimization and Control mathscidoc:1804.27002

Journal of Scientific Computing, 74, (2), 767–785, 2018.2
[ Download ] [ 2018-04-09 22:26:55 uploaded by mingyan18 ] [ 1296 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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