Optimization and Control

[1] The intrinsic Toeplitz structure and its applications in algebraic Riccati equations

Zhen-Chen Guo Department of Mathematics, Nanjing University Xin Liang Yau Mathematical Sciences Center, Tsinghua University, and Yanqi Lake Beijing Insti- tute of Mathematical Sciences and Applications

Optimization and Control mathscidoc:2204.27001

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[2] Kurdyka- Lojasiewicz exponent via inf-projection

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

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25006

Foundations of Computational Mathematics, 2021.7
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[3] A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test

Haibin Chen Qufu Normal University, Rizhao, China Yannan Chen South China normal University, China Guoyin Li University of New South Wales Liqun Qi The Hong Kong Polytechnic University,

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25005

25, (1), e2125, 2018.11
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[4] Exact Second-Order Cone Programming Relaxations for Some Nonconvex Minimax Quadratic Optimization Problems

V. Jeyakumar University of New South Wales Guoyin Li University of New South Wales

Optimization and Control mathscidoc:2108.27001

SIAM Journal on Optimization, 28, (1), 760–787, 2018.12
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[5] Convergent semidefinite programming relaxations for global bilevel polynomial optimization problems

V. Jeyakumar University of New South Wales J.B. Lasserre LAAS-CNRS and Institute of Mathematics, Toulouse Guoyin Li University of New South Wales T.S. Pham University of Dalat

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:2108.25004

SIAM Journal on Optimization, 26, (1), 753–780, 2016.7
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[6] A note on alternating projections for ill-posed semidefinite feasibility problems

Dmitriy Drusvyatskiy University of Washington Guoyin Li University of New South Wales Henry Wolkowicz University of Waterloo

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25003

Mathematical Programming, 162, 537-548, 2017.11
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[7] Trust-region problems with linear inequality constraints: exact SDP relaxation, global optimality and robust optimization

V. Jeyakumar University of New South Wales Guoyin Li University of New South Wales

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25002

Mathematical Programming, 147, 171-206, 2014.6
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[8] Analysis of the Convergence Rate for the Cyclic Projection Algorithm Applied to Basic Semialgebraic Convex Sets

J.M. Borwein University of Newcastle Guoyin Li University of New South Wales Liangjin Yao University of Newcastle

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control mathscidoc:2108.25001

SIAM Journal on Optimization, 24, (1), 498–527, 2014.10
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[9] Platform modelling and scheduling game with multiple intelligent cloud-computing pools for big data

Wanyang Dai Nanjing University

Dynamical Systems Optimization and Control Probability Statistics Theory and Methods,Data Analysis mathscidoc:2104.11001

MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 24, (5), 506-552, 2018.9
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[10] Decomposition methods for computing directional stationary solutions of a class of nonsmooth nonconvex optimization problems

Jongshi Pang University of Southern California Min Tao Nanjing University

Optimization and Control mathscidoc:2103.27002

SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 28, (2), 1640–1669, 2018.5
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[11] Topological Data Assimilation using Wasserstein Distance

Li Long Department of Mathematics and Center of Geophysics, Harbin Institute of Technology, 150001 Harbin, People’s Republic of China Vidard Arthur Université Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France Le Dimet Francois-Xavier Université Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France Ma Jianwei Department of Mathematics and Center of Geophysics, Harbin Institute of Technology, 150001 Harbin, People’s Republic of China

Optimization and Control mathscidoc:2103.27001

Inverse Problems, 35, (1), 015006, 2019.1
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[12] Run-and-Inspect Method for Nonconvex Optimization and Global Optimality Bounds for R-Local Minimizers

Yifan Chen Yuejiao Sun University of California, Los Angeles Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:2005.27001

Mathematical Programming, 2019
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[13] On the linear convergence of the alternating direction method of multipliers

Mingyi Hong University of Minnesota Zhi-Quan Luo Chinese University of Hong Kong (Shenzhen)

Optimization and Control mathscidoc:2004.27019

Mathematical Programming, 162, 2017
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[14] Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems

Mingyi Hong University of Minnesota Zhi-Quan Luo Chinese University of Hong Kong (Shenzhen)) Meisam Razaviyayn University of Southern California

Optimization and Control mathscidoc:2004.27018

Silver Award Paper in 2020

Siam Journal On Optimization, 26, (1), 2016.1
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[15] 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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[16] Tight Coefficients of Averaged Operators via Scaled Relative Graph

Xinmeng Huang University of Science and Technology of China Ernest K. Ryu University of California, Los Angeles Wotao Yin University of California, Los Angeles

Optimization and Control mathscidoc:2004.27016

Journal of Mathematical Analysis and Applications, 2020.5
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[17] 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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[18] RSA: Byzantine-robust stochastic aggregation methods for distributed learning from heterogeneous datasets

Liping Li Wei Xu Tianyi Chen Georgios Giannakis Qing Ling

Optimization and Control mathscidoc:2004.27012

AAAI, 2019
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[19] Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis

Junyu Zhang University of Minnesota Shiqian Ma University of California, Davis Shuzhong Zhang University of Minnesota

Optimization and Control mathscidoc:2004.27011

Mathematical Programming, 2019.8
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[20] 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
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[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
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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
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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
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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
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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 ] [ 544 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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