Machine Learning

[1] 3D Brain Tumor Segmentation Using a Two-Stage Optimal Mass Transport Algorithm

Wen-Wei Lin National Chiao Tung University Cheng Juang Ming Hsin University of Science and Technology Mei-Heng Yueh National Taiwan Normal University Tsung-Ming Huang National Taiwan Normal University Tiexiang Li Southeast University Sheng Wang National Chiao Tung University Shing-Tung Yau Harvard University

Machine Learning mathscidoc:2101.41001

[ Download ] [ 2021-01-18 23:52:21 uploaded by yueh ] [ 187 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning

Yu Wang UC Berkeley Siqi Wu Citadel Bin Yu UC Berkeley

Machine Learning mathscidoc:2004.41003

JMLR, 21, (63), 2020
[ Download ] [ 2020-04-28 02:06:46 uploaded by shifwang ] [ 159 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] Distributed Non-Convex First-Order Optimization and Information Processing: Lower Complexity Bounds and Rate Optimal Algorithms

Haoran Sun University of Minnesota Mingyi Hong University of Minnesota

Optimization and Control Machine Learning mathscidoc:2004.27017

IEEE Transactions on Signal Processing, 67, (22), 5912-5928, 2019.9
[ Download ] [ 2020-04-27 13:17:09 uploaded by sunhr ] [ 175 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] On Global Linear Convergence in Stochastic Nonconvex Optimization for Semidefinite Programming

Jinshan Zeng Jiangxi Normal University Ke Ma Institute of Information Engineering, Chinese Academy of Sciences Yuan Yao Hong Kong University of Science and Technology

Machine Learning mathscidoc:2004.41002

Distinguished Paper Award in 2020

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 67, (16), 4261-4275, 2019.8
[ Download ] [ 2020-04-27 09:53:32 uploaded by JinshanZeng ] [ 245 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] Transport information geometry I: Riemannian calculus on probability simplex

Wuchen Li UCLA

Differential Geometry Information Theory Mathematical Physics Machine Learning mathscidoc:2004.19001

arXiv:1803.06360, 2018.3
[ Download ] [ 2020-04-27 01:36:35 uploaded by lwc2017 ] [ 190 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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