Optimization and Control

[21] Trace ratio optimization with an application to multi-view learning

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41002

Mathematical Programming, 201, 97-131, 2023.1
[ Download ] [ 2023-09-25 00:56:47 uploaded by rcli ] [ 1301 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[22] Decentralized dynamic optimization through the alternating direction method of multipliers

Qing Ling USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27006

Distinguished Paper Award in 2018

IEEE Transactions on Signal Processing, 2014
[ Download ] [ 2017-01-26 13:22:12 uploaded by qinglingustc ] [ 1289 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[23] 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 ] [ 1289 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] On Generalizing Trace Minimization Principles

Xin Liang Tsinghua University Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2309.26001

Linear Algebra and Its Applications, 656, 483-509, 2023.1
[ Download ] [ 2023-09-25 01:08:09 uploaded by rcli ] [ 1273 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] DLM: Decentralized linearized alternating direction method of multipliers

Qing Ling USTC Wei Shi USTC Gang Wu USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27009

IEEE Transactions on Signal Processing, 2015
[ Download ] [ 2017-01-26 13:51:55 uploaded by qinglingustc ] [ 1258 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[26] 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 ] [ 1247 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[27] Impact of demand price elasticity on advantages of cooperative advertising in a two-tier supply chain

Zhao, Lei Tsinghua University Zhang, Jihua Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27008

International Journal of Production Research, 54, (9), 2016
[ Download ] [ 2016-11-28 17:33:40 uploaded by jxie ] [ 1244 downloads ] [ 0 comments ] [ Cited by 1 ] [ Abstract ] [ Full ]
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[28] 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 ] [ 1241 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[29] Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems

Mingyi Hong University of Minnesota Zhi-Quan Luo Chinese University of Hong Kong (Shenzhen)) Meisam Razaviyayn University of Southern California

Optimization and Control mathscidoc:2004.27018

Silver Award Paper in 2020

Siam Journal On Optimization, 26, (1), 2016.1
[ Download ] [ 2020-04-29 12:04:47 uploaded by poborskypaul ] [ 1240 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[30] ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates

Zhimin Peng UCLA Yangyang Xu University of Alabama Ming Yan Michigan State University Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control Machine Learning mathscidoc:1703.25022

SIAM Journal on Scientific Computing, 38, (5), A2851-A2879, 2016
[ Download ] [ 2017-03-14 09:40:35 uploaded by yangyangxu ] [ 1226 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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