Optimization and Control

[26] Inertial Proximal ADMM for Linearly Constrained Separable Convex Optimization

Caihua Chen Nanjing University Raymond H. Chan The Chinese University of Hong Kong Shiqian Ma The Chinese University of Hong Kong Junfeng Yang Nanjing University

Optimization and Control Convex and Discrete Geometry mathscidoc:1705.27001

Distinguished Paper Award in 2017

SIAM Journal on Imaging Sciences, 8, (4), 2239-2267, 2015
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[27] General forms of finite population central limit theorems with applications to causal inference

Xinran Li Harvard University Peng Ding University of California

Optimization and Control Statistics Theory and Methods mathscidoc:1706.27001

Gold Award Paper in 2017

Journal of the American Statistical Association, 2017
[ Download ] [ 2017-06-22 13:34:55 uploaded by yauawardadmin ] [ 1746 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[28] On the convergence of decentralized gradient descent

Kun Yuan USTC Qing Ling USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27008

Distinguished Paper Award in 2017

SIAM Journal on Optimizatio, 2016
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[29] 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

Annals of Mathematical Sciences and Applications, 1, (1), 57 – 119, 2016
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[30] Douglas–Rachford splitting for nonconvex optimization with application to nonconvex feasibility problems

Guoyin Li University of New South Wales Tingkei Pong The Hong Kong Polytechnic University

Optimization and Control mathscidoc:1903.27005

Mathematical Programming, 159, 371–401, 2016
[ Download ] [ 2019-03-23 21:55:49 uploaded by gyli ] [ 1723 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[31] Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

Junfeng Yang Nanjing University Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1701.27010

Mathematics of Computation, 82, (281), 301–329, 2013.1
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[32] Trace ratio optimization with an application to multi-view learning

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41002

Mathematical Programming, 201, 97-131, 2023.1
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[33] Maximizing Sum of Coupled Traces with Applications

Li Wang The University of Texas at Arlington Lei-Hong Zhang Soochow University Ren-Cang Li The University of Texas at Arlington

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41003

Numerische Mathematik, 152, 587-629, 2022.9
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[34] 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
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[35] Low-M-Rank Tensor Completion and Robust Tensor PCA

Bo Jiang Shanghai University of Finance and Economics Shiqian Ma University of California, Davis Shuzhong Zhang University of Minnesota

Optimization and Control mathscidoc:2004.27013

IEEE Journal of Selected Topics in Signal Processing, 12, (6), 1390-1404, 2018.12
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[36] 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

SIAM Journal on Scientific Computing, 38, (5), A2851-A2879, 2016
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[37] Semidefinite Relaxations for Best Rank-1 Tensor Approximations

Jiawang Nie University of California, San Diego Li Wang University of Texas at Arlington

Optimization and Control mathscidoc:1904.25011

Distinguished Paper Award in 2019

SIAM Journal on Matrix Analysis and Applications, 35, (3), 25, 2014
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[38] The semismooth-related properties of a merit function and a descent method for the nonlinear complementarity problem

Jein-Shan Chen

Optimization and Control mathscidoc:1910.43874

Journal of Global Optimization, 36, (4), 565-580, 2006.12
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[39] Decentralized dynamic optimization through the alternating direction method of multipliers

Qing Ling USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27006

Distinguished Paper Award in 2018

IEEE Transactions on Signal Processing, 2014
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[40] On Recent Advance of Nonlinear Filtering Theory: Emphases on Global Approaches

Xue Luo Beihang University

Optimization and Control mathscidoc:1701.27013

Distinguished Paper Award in 2017

PureAppl. Math. Q., 10, (4), 685-721, 2014
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[41] Impact of demand price elasticity on advantages of cooperative advertising in a two-tier supply chain

Zhao, Lei Tsinghua University Zhang, Jihua Tsinghua University Xie, Jinxing Tsinghua University

Optimization and Control mathscidoc:1611.27008

International Journal of Production Research, 54, (9), 2016
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[42] 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
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[43] Duopoly Game of Callable Products in Airline Revenue Management

Li, Tingting Dongbei University of Finance and Economics Xie, Jinxing Tsinghua University Lu, Shengmin Tsinghua University Tang, Jiafu Dongbei University of Finance and Economics

Optimization and Control mathscidoc:1611.27005

European Journal of Operational Research, 254, 2016
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[44] Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers

Raymond H. Chan The Chinese University of Hong Kong Min Tao Nanjing University of Posts and Telecommunications Xiaoming Yuan Hong Kong Baptist University

Optimization and Control mathscidoc:1705.27002

Distinguished Paper Award in 2017

SIAM Journal on Imaging Sciences, 6, (1), 680-697, 2013
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[45] 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 ] [ 1560 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[46] Meanfield games and model predictive control

Pierre Degond Imperial College London Michael Herty RWTH Aachen University, Department of Mathematics Jian-Guo Liu Duke University

Optimization and Control mathscidoc:1702.27003

Distinguished Paper Award in 2018

2017.1
[ Download ] [ 2017-02-06 14:49:52 uploaded by jianguo ] [ 1547 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[47] DLM: Decentralized linearized alternating direction method of multipliers

Qing Ling USTC Wei Shi USTC Gang Wu USTC Alejandro Ribeiro UPENN

Optimization and Control mathscidoc:1701.27009

IEEE Transactions on Signal Processing, 2015
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[48] Scheduling under Linear Constraints

Kameng Nip Tsinghua University Zhenbo Wang Tsinghua University Zizhuo Wang University of Minnesota

Optimization and Control mathscidoc:1611.27001

European Journal of Operational Research, 253, 290-297, 2016
[ Download ] [ 2016-11-23 16:33:20 uploaded by ZhenboWang ] [ 1519 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[49] Sparse regularization: convergence of iterative jumping thresholding algorithm

Jinshan Zeng Jiangxi Normal University Shaobo Lin Wenzhou University Zongben Xu Xi'an Jiaotong University

Optimization and Control mathscidoc:1701.27012

[ Download ] [ 2017-01-26 17:37:43 uploaded by JinshanZeng ] [ 1516 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[50] Large time average of reachable sets and Applications to Homogenization of interfaces moving with oscillatory spatio-temporal velocity

Wenjia Jing Yau Mathematical Sciences Center, Tsinghua University, No 1. Tsinghua Yuan, Beijing 100084, China Panagiotis E. Souganidis Department of Mathematics, The University of Chicago, 5734 S. University Ave., Chicago, IL 60637, USA Hung V. Tran Department of Mathematics, University of Wisconsin at Madison, 480 Lincoln Drive, Madison, WI 53706, USA

Analysis of PDEs Optimization and Control Probability mathscidoc:2206.03012

Discrete and Continuous Dynamical Systems - S, 11, (5), 915-939, 2018.10
[ Download ] [ 2022-06-26 16:48:49 uploaded by jingwj ] [ 1516 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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