Optimization and Control

[51] An online convex optimization approach to proactive network resource allocation

Tianyi Chen UMN Qing Ling SYSU Georgios Giannakis UMN

Optimization and Control mathscidoc:1802.27001

IEEE Transactions on Signal Processing, 2017
[ Download ] [ 2018-02-11 09:49:48 uploaded by qinglingustc ] [ 1009 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[52] Block stochastic gradient iteration for convex and nonconvex optimization

Yangyang Xu University of Alabama Wotao Yin UCLA

Optimization and Control Machine Learning mathscidoc:1703.27001

SIAM Journal on Optimization, 25, (3), 1686-1716, 2015
[ Download ] [ 2017-03-14 09:23:24 uploaded by yangyangxu ] [ 1003 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[53] 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 ] [ 999 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[54] 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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[55] 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
[ Download ] [ 2021-08-23 15:59:49 uploaded by gyli ] [ 967 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[56] Phase transitions for modified Erdős–Rényi processes

Svante Janson Department of Mathematics, Uppsala University Joel Spencer Courant Institute, New York University

Optimization and Control Probability mathscidoc:1701.27004

Arkiv for Matematik, 50, (2), 305-329, 2010.5
[ Download ] [ 2017-01-08 20:36:33 uploaded by arkivadmin ] [ 965 downloads ] [ 0 comments ] [ Cited by 8 ] [ Abstract ] [ Full ]
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[57] 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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[58] An Efficient Algorithm for Min-Max Convex Semi-Infinite Programming Problems

Liping Zhang Department of Mathematical Sciences, Tsinghua University, Beijing, China Soon-Yi Wu Department of Mathematics, National Cheng Kung University, Tainan, Taiwan

Optimization and Control mathscidoc:1612.27003

2016.6
[ Download ] [ 2016-12-08 17:34:11 uploaded by zhanglp ] [ 934 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[59] 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 ] [ 934 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[60] 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
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[61] Novel Suboptimal Filter via Higher Order Central Moments

Xue Luo Beihang University Yang Jiao University of Illinois at Chicago Wen-Lin Chiou Fu-Jen University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1611.27003

IEEE Transactions on Aerospace and Electronic Systems, 52, (4), 2030-2038, 2016.8
[ Download ] [ 2016-11-26 01:56:46 uploaded by xluo ] [ 927 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[62] 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
[ Download ] [ 2021-04-08 09:55:02 uploaded by WanyangDai ] [ 915 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[63] Suboptimal Linear Estimation for Continuous-discrete Bilinear Systems

Xue Luo School of Mathematics and Systems Science, Beihang University, Beijing, P.R. China Xiuqiong Chen Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:1904.25007

Systems & Control Letters, 119, 92-100, 2018
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[64] Noise correlation bounds for uniform low degree functions

Per Austrin Department of Computer Science, University of Toronto Elchanan Mossel University of California, Berkeley, 367 Evans Hall, Berkeley, CA, U.S.A.

Combinatorics Optimization and Control mathscidoc:1701.06003

Arkiv for Matematik, 51, (1), 29-52, 2010.8
[ Download ] [ 2017-01-08 20:36:33 uploaded by arkivadmin ] [ 898 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[65] Numerical methods for mean field games based on Gaussian processes and Fourier features

Chenchen Mou Department of Mathematics, City University of Hong Kong, Hong Kong, China Xianjin Yang Yau Mathematical Sciences Center, Tsinghua University, Haidian District, Beijing, 100084, China; Beijing Institute of Mathematical Sciences and Applications, Huairou District, Beijing, 101408, China Chao Zhou Department of Mathematics and Risk Management Institute, National University of Singapore, Singapore

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:2206.25007

Journal of Computational Physics, 460, (1), 111188, 2022.7
[ Download ] [ 2022-06-21 17:26:27 uploaded by yxjmath ] [ 892 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[66] Convergence rate analysis for the higher order power method in best rank one approximations of tensors

Guoyin Li University of New South Wales Shenglong Hu Hangzhou Dianzi University

Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:1904.25003

Numerische Mathematik, 140, 993–1031, 2018
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[67] Target Identification Using Dictionary Matching of Generalized Polarization Tensors

Habib Ammari Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France Thomas Boulier Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France Josselin Garnier Laboratoire de Probabilités et Modèles Aléatoires & Laboratoire Jacques-Louis Lions, Université Paris VII, 75205, Paris Cedex 13, France Wenjia Jing Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France Hyeonbae Kang Department of Mathematics, Inha University, Incheon, 402-751, Korea Han Wang Department of Mathematics and Applications, Ecole Normale Supérieure, 45 Rue d’Ulm, 75005, Paris, France

Analysis of PDEs Mathematical Physics Numerical Analysis and Scientific Computing Optimization and Control mathscidoc:2206.03006

Foundations of Computational Mathematics, 14, 27-62, 2013.9
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[68] 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
[ Download ] [ 2020-04-27 01:44:35 uploaded by concor123 ] [ 848 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[69] Online learning in optical tomography: a stochastic approach

Ke Chen Qin Li Jian-Guo Liu

Optimization and Control mathscidoc:1905.43013

Inverse Problems, 34, (7), 075010, 2018
[ Download ] [ 2019-05-11 23:29:46 uploaded by jianguo ] [ 828 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[70] On the linear convergence of the ADMM in decentralized consensus optimization

Wei Shi USTC Qing Ling USTC Kun Yuan USTC Gang Wu USTC Wotao Yin UCLA

Optimization and Control mathscidoc:1701.27005

IEEE Transactions on Signal Processing, 2014
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[71] 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
[ Download ] [ 2020-04-29 12:09:26 uploaded by poborskypaul ] [ 826 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[72] A Novel Suboptimal Method for Solving Polynomial Filtering Problems

Xue Luo Beihang University Yang Jiao University of Illinois at Chicago Wen-Lin Chiou Fu-Jen University Stephen S.-T. Yau Tsinghua University

Optimization and Control mathscidoc:1611.27002

Automatica , 62, 26-31, 2015
[ Download ] [ 2016-11-26 01:26:46 uploaded by xluo ] [ 820 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[73] The suboptimal method via probabilists' Hermite polynomials to solve nonlinear filtering problems

Xue Luo School of Mathematics and Systems Science, Beihang University, Beijing, P.R. China Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing, P.R. China

Numerical Analysis and Scientific Computing Optimization and Control Probability mathscidoc:1904.25006

Automatica, 94, 9-17, 2018
[ Download ] [ 2019-04-18 11:37:38 uploaded by Stephenyau ] [ 818 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[74] Maximization of the sum of the trace ratio on the Stiefel manifold, I: Theory

Lei-Hong Zhang Ren-Cang Li

Numerical Linear Algebra Optimization and Control mathscidoc:1904.26006

SCIENCE CHINA Mathematics, 2014
[ Download ] [ 2019-04-24 16:17:52 uploaded by longzlh ] [ 817 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[75] Upper tails for counting objects in randomly induced subhypergraphs and rooted random graphs

Svante Janson Department of Mathematics, Uppsala University Andrzej Ruciński Department of Discrete Mathematics, Adam Mickiewicz University

Optimization and Control Probability mathscidoc:1701.27001

Arkiv for Matematik, 49, (1), 79-96, 2009.5
[ Download ] [ 2017-01-08 20:36:29 uploaded by arkivadmin ] [ 816 downloads ] [ 0 comments ] [ Cited by 5 ] [ Abstract ] [ Full ]
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