Optimization and Control

[21] Federated variance-reduced stochastic gradient descent with robustness to Byzantine attacks

Zhaoxian Wu SYSU Qing Ling SYSU Tianyi Chen RPI Georgios Giannakis UMN

Optimization and Control mathscidoc:2004.27009

IEEE Transactions on Signal Processing, 2020
[ Download ] [ 2020-04-27 01:41:19 uploaded by qinglingustc ] [ 332 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[22] Communication-censored distributed stochastic gradient descent

Weiyu Li USTC Tianyi Chen RPI Liping Li USTC Zhaoxian Wu SYSU Qing Ling SYSU

Optimization and Control mathscidoc:2004.27008

IEEE Transactions on Neural Networks and Learning Systems, 2020
[ Download ] [ 2020-04-27 01:39:38 uploaded by qinglingustc ] [ 255 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[23] Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization

Xiao Wang University of Chinese Academy of Sciences Shiqian Ma University of California, Davis Donald Goldfarb Columbia University Wei Liu Tencent AI Lab

Optimization and Control mathscidoc:2004.27007

SIAM Journal on Optimization, 27, (2), 927-956, 2017.5
[ Download ] [ 2020-04-27 01:35:32 uploaded by concor123 ] [ 348 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] 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 ] [ 262 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] 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 ] [ 542 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[26] 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
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[27] Decentralized consensus optimization with asynchrony and delays

Tianyu Wu UCLA Kun Yuan UCLA Qing Ling SYSU Wotao Yin UCLA Ali Sayed UCLA

Optimization and Control mathscidoc:2004.27003

IEEE Transactions on Signal and Information Processing over Networks, 2018
[ Download ] [ 2020-04-27 01:20:09 uploaded by qinglingustc ] [ 263 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[28] Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold

Shixiang Chen Texas A&M University Shiqian Ma University of California, Davis Anthony Man-Cho So The Chinese University of Hong Kong Tong Zhang Hong Kong University of Science and Technology

Optimization and Control mathscidoc:2004.27002

SIAM Journal on Optimization, 30, (1), 210-239, 2020.1
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[29] Proper Orthogonal Decomposition Method to Nonlinear Filtering Problems in Medium-High Dimension

Zhongjian Wang Department of Mathematics, The University of Hong Kong Xue Luo School of Mathematical Sciences, Beihang University (Shahe campus) Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University Zhiwen Zhang Department of Mathematics, The University of Hong Kong

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:2004.25001

[ Download ] [ 2020-04-25 09:49:04 uploaded by Stephenyau ] [ 475 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[30] The novel classes of finite dimensional filters with non-maximal rank estimation algebra on state dimension four and rank of one

Wenhui Dong Department of Mathematical Sciences, Tsinghua University Xiuqiong Chen Department of Mathematical Sciences, Tsinghua University; Yau Mathematical Sciences Center, Tsinghua University Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University

Optimization and Control Probability mathscidoc:2004.27001

[ Download ] [ 2020-04-25 06:26:57 uploaded by Wenwen ] [ 285 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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