Mathematics

[1106] Hessian metric via transport information geometry

Wuchen Li UCLA

Differential Geometry Information Theory Mathematical Physics mathscidoc:2004.22001

arXiv:2003.10526, 2020.3
[ Download ] [ 2020-04-27 01:33:54 uploaded by lwc2017 ] [ 1348 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[1107] Ricci curvature for parametric statistics via optimal transport

Wuchen Li UCLA Guido Montufar UCLA

Differential Geometry Information Theory Machine Learning mathscidoc:2004.41001

Information geometry, 2020.1
[ Download ] [ 2020-04-27 01:31:01 uploaded by lwc2017 ] [ 1196 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[1108] Communication-censored linearized ADMM for decentralized consensus optimization

Weiyu Li Yaohua Liu Zhi Tian Qing Ling

Optimization and Control mathscidoc:2004.27006

IEEE Transactions on Signal and Information Processing over Networks, 2020
[ Download ] [ 2020-04-27 01:27:53 uploaded by qinglingustc ] [ 936 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[1109] Communication-censored ADMM for decentralized consensus optimization

Yaohua Liu USTC Wei Xu USTC Gang Wu USTC Zhi Tian GMU Qing Ling SYSU

Optimization and Control mathscidoc:2004.27005

IEEE Transactions on Signal Processing, 2019
[ Download ] [ 2020-04-27 01:26:07 uploaded by qinglingustc ] [ 1396 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[1110] Robust group lasso: Model and recoverability

Xiaohan Wei USC Qing Ling SYSU Zhu Han UH

Optimization and Control mathscidoc:2004.27004

Linear Algebra and its Applications, 2018
[ Download ] [ 2020-04-27 01:22:22 uploaded by qinglingustc ] [ 782 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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