Optimization and Control

[26] Can primal methods outperform primal-dual methods in decentralized dynamic optimization?

Kun Yuan UCLA Wei Xu USTC Qing Ling SYSU

Optimization and Control mathscidoc:2004.27010

IEEE Transactions on Signal Processing, 2020
[ Download ] [ 2020-04-27 01:42:40 uploaded by qinglingustc ] [ 283 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[27] 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 ] [ 371 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[28] 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 ] [ 291 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[29] 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 ] [ 390 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[30] 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 ] [ 286 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[31] 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 ] [ 622 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[32] 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 ] [ 262 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[33] 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 ] [ 285 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[34] 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
[ Download ] [ 2020-04-27 01:18:54 uploaded by concor123 ] [ 261 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[35] 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 ] [ 512 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[36] 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 ] [ 306 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[37] Alternating direction augmented Lagrangian methods for semidefinite programming

Zaiwen Wen Donald Goldfarb Wotao Yin

Optimization and Control mathscidoc:1912.43774

Mathematical Programming Computation, 2, 203-230, 2010.12
[ Download ] [ 2019-12-24 20:57:19 uploaded by Wotao_Yin ] [ 98 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[38] Iteratively reweighted algorithms for compressive sensing

Rick Chartrand Wotao Yin

Optimization and Control mathscidoc:1912.43769

3869-3872, 2008.3
[ Download ] [ 2019-12-24 20:56:57 uploaded by Wotao_Yin ] [ 101 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[39] Simultaneous redundant via insertion and line end extension for yield optimization

Shing-Tung Yau Kuang-Yao Lee Ting-Chi Wang Cheng-Kok Koh Kai-Yuan Chao

Optimization and Control mathscidoc:1912.43614

633-638, 2011.1
[ Download ] [ 2019-12-24 20:44:37 uploaded by yaust ] [ 246 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[40] Obstacle problem for von Karman equations

Shing-Tung Yau Yang Gao

Optimization and Control mathscidoc:1912.43563

Advances in Applied Mathematics, 13, (2), 123-141, 1992.6
[ Download ] [ 2019-12-24 20:40:52 uploaded by yaust ] [ 238 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[41] Distributed optimization and statistical learning via the alternating direction method of multipliers

Jianqing Fan Jinchi Lv

Optimization and Control mathscidoc:1912.43419

J. Roy. Statistical Soc. Series B, 70, 849-911, 2011
[ Download ] [ 2019-12-21 11:43:19 uploaded by Jianqing_Fan ] [ 261 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[42] Generalized high-dimensional trace regression via nuclear norm regularization

Jianqing Fan Wenyan Gong Ziwei Zhu

Optimization and Control mathscidoc:1912.43417

Journal of Econometrics, 2019.5
[ Download ] [ 2019-12-21 11:43:12 uploaded by Jianqing_Fan ] [ 397 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[43] Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval

Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma

Optimization and Control mathscidoc:1912.43334

arXiv preprint arXiv:1803.07726
[ Download ] [ 2019-12-21 11:37:55 uploaded by Jianqing_Fan ] [ 260 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[44] Alternating direction method of multipliers for regularized multiclass support vector machines

Yangyang Xu Ioannis Akrotirianakis Amit Chakraborty

Optimization and Control mathscidoc:1912.43156

105-117, 2015.7
[ Download ] [ 2019-12-21 11:26:22 uploaded by Yangyang_Xu ] [ 213 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[45] First-order methods for constrained convex programming based on linearized augmented Lagrangian function

Yangyang Xu

Optimization and Control mathscidoc:1912.43148

arXiv preprint arXiv:1711.08020, 2017.11
[ Download ] [ 2019-12-21 11:25:50 uploaded by Yangyang_Xu ] [ 308 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[46] Alternating proximal gradient method for sparse nonnegative Tucker decomposition

Yangyang Xu

Optimization and Control mathscidoc:1912.43146

Mathematical Programming Computation, 7, (1), 39-70, 2015
[ Download ] [ 2019-12-21 11:25:43 uploaded by Yangyang_Xu ] [ 231 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[47] Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection

Nan Zhou Yangyang Xu Hong Cheng Jun Fang Witold Pedrycz

Optimization and Control mathscidoc:1912.43145

Pattern Recognition, 53, 87-101, 2016
[ Download ] [ 2019-12-21 11:25:36 uploaded by Yangyang_Xu ] [ 261 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[48] Automatic constraint detection for 2D layout regularization.

H Jiang Liangliang Nan D Yan W Dong X Zhang P Wonka

Optimization and Control mathscidoc:1912.43137

IEEE Transactions on Visualization and Computer Graphics, 2015.9
[ Download ] [ 2019-12-21 11:24:44 uploaded by liangliangnan ] [ 104 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[49] An alternative approach for a distance inequality associated with the second-order cone and the circular cone

Xin-He Miao Yen-chi Roger Lin Jein-Shan Chen

Optimization and Control mathscidoc:1910.43975

Journal of Inequalities and Applications, 2016, (1), 291, 2016.12
[ Download ] [ 2019-10-20 23:07:30 uploaded by Jein_Shan_Chen ] [ 380 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[50] Neural networks based on three classes of NCP-functions for solving nonlinear complementarity problems

Jan Harold Alcantara Jein-Shan Chen

Optimization and Control mathscidoc:1910.43962

Neurocomputing, 2019.5
[ Download ] [ 2019-10-20 23:02:16 uploaded by Jein_Shan_Chen ] [ 410 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

Show all 3 5 10 25 papers per page.
Sort by time views
 
Contact us: office-iccm@tsinghua.edu.cn | Copyright Reserved