Optimization and Control

[26] 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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[27] 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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[28] 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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[29] 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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[30] 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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