Optimization and Control

[1] On Generalizing Trace Minimization Principles

Xin Liang Tsinghua University 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 mathscidoc:2309.26001

Linear Algebra and Its Applications, 656, 483-509, 2023.1
[ Download ] [ 2023-09-25 01:08:09 uploaded by rcli ] [ 1272 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] 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
[ Download ] [ 2023-09-25 01:01:41 uploaded by rcli ] [ 1124 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] 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
[ Download ] [ 2023-09-25 00:56:47 uploaded by rcli ] [ 1300 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep Extensions

Li Wang The University of Texas at Arlington Ren-Cang Li The University of Texas at Arlington Wen-Wei Lin National Chiao Tung University

Numerical Analysis and Scientific Computing Numerical Linear Algebra Optimization and Control Machine Learning mathscidoc:2309.41001

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 34, (8), 4371-4385, 2023.8
[ Download ] [ 2023-09-25 00:50:51 uploaded by rcli ] [ 665 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] 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 ] [ 1177 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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