Mathematics

[4031] 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 ] [ 1843 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4032] 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 ] [ 2098 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4033] EXTRA: An exact first-order algorithm for decentralized consensus optimization

Wei Shi USTC Qing Ling USTC Gang Wu USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27007

Distinguished Paper Award in 2018

SIAM Journal on Optimization, 2015
[ Download ] [ 2017-01-26 13:24:26 uploaded by qinglingustc ] [ 2422 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4034] 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 ] [ 1940 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4035] On the linear convergence of the ADMM in decentralized consensus optimization

Wei Shi USTC Qing Ling USTC Kun Yuan USTC Gang Wu USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27005

IEEE Transactions on Signal Processing, 2014
[ Download ] [ 2017-01-26 13:20:14 uploaded by qinglingustc ] [ 1491 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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