97 citations · 177 across the 5 of their papers we have counts for
5 papers
Strict Copositivity for a Class of 3rd Order Symmetric Tensors
Min Li, Yisheng Song
In this article, we mainly give the strictly copositive conditions of a special class of third order three dimensional symmetric tensors. More specifically, by means of the polynom…
Extended ADMM and BCD for Nonseparable Convex Minimization Models with Quadratic Coupling Terms: Convergence Analysis and Insights
Caihua Chen, Min Li, Xin Liu +1
In this paper, we establish the convergence of the proximal alternating direction method of multipliers (ADMM) and block coordinate descent (BCD) for nonseparable minimization mode…
A Majorized ADMM with Indefinite Proximal Terms for Linearly Constrained Convex Composite Optimization
Min Li, Defeng Sun, Kim-Chuan Toh
This paper presents a majorized alternating direction method of multipliers (ADMM) with indefinite proximal terms for solving linearly constrained -block convex composite optimi…
A Convergent -Block Semi-Proximal ADMM for Convex Minimization Problems with One Strongly Convex Block
Min Li, Defeng Sun, Kim-Chuan Toh
In this paper, we present a semi-proximal alternating direction method of multipliers (ADMM) for solving -block separable convex minimization problems with the second block in t…
Adaptive Primal-Dual Hybrid Gradient Methods for Saddle-Point Problems
Tom Goldstein, Min Li, Xiaoming Yuan +2
The Primal-Dual hybrid gradient (PDHG) method is a powerful optimization scheme that breaks complex problems into simple sub-steps. Unfortunately, PDHG methods require the user to…