5 paper(s) uploaded by yangyangxu.

Index Title Upload Time Modified Time
1

A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion

Yangyang Xu University of Alabama Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25019

SIAM Journal on Imaging Sciences, 6, (3), 1758-1789, 2013
[ Download ] [ 2017-03-14 09:13:41 uploaded by yangyangxu ] [ 188 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-03-14 09:13:41 -
2

Block stochastic gradient iteration for convex and nonconvex optimization

Yangyang Xu University of Alabama Wotao Yin UCLA

Optimization and Control Machine Learning mathscidoc:1703.27001

SIAM Journal on Optimization, 25, (3), 1686-1716, 2015
[ Download ] [ 2017-03-14 09:23:24 uploaded by yangyangxu ] [ 124 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-03-14 09:23:24 2017-03-14 09:42:14
3

A globally convergent algorithm for nonconvex optimization based on block coordinate update

Yangyang Xu University of Alabama Wotao Yin UCLA

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25020

Journal of Scientific Computing, 2017
[ Download ] [ 2017-03-14 09:27:45 uploaded by yangyangxu ] [ 86 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-03-14 09:27:45 -
4

Accelerated first-order primal-dual proximal methods for linearly constrained composite convex programming

Yangyang Xu University of Alabama

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1703.25021

SIAM Journal on Optimization, 2017
[ Download ] [ 2017-03-14 09:33:57 uploaded by yangyangxu ] [ 115 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-03-14 09:33:57 -
5

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 ] [ 111 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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2017-03-14 09:40:35 -
 
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