Machine Learning

[1] Coordinate-friendly structures, algorithms and applications

Zhimin Peng UCLA Tianyu Wu 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:1703.25025

[ Download ] [ 2017-03-14 10:03:19 uploaded by mingyan08 ] [ 16 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] 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

[ Download ] [ 2017-03-14 09:40:35 uploaded by yangyangxu ] [ 14 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] 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

[ Download ] [ 2017-03-14 09:23:24 uploaded by yangyangxu ] [ 12 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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