Liang Chen

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 5

Top Topics

Bregman Divergences

Convex Optimization

Alternating Direction Method Of Multipliers

Top Venues

J. Optim. Theory Appl.

Comput. Optim. Appl.

Math. Program. Comput.

Publications

Liang Chen, Xudong Li, Defeng Sun, Kim-Chuan Toh
On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming. Math. Program. 185 (1-2) (2021)
Liang Chen, Anping Liao
On the Convergence Properties of a Second-Order Augmented Lagrangian Method for Nonlinear Programming Problems with Inequality Constraints. J. Optim. Theory Appl. 187 (1) (2020)
Yunhai Xiao, Liang Chen, Donghui Li
A generalized alternating direction method of multipliers with semi-proximal terms for convex composite conic programming. Math. Program. Comput. 10 (4) (2018)
Liang Chen, Defeng Sun, Kim-Chuan Toh
An efficient inexact symmetric Gauss-Seidel based majorized ADMM for high-dimensional convex composite conic programming. Math. Program. 161 (1-2) (2017)
Liang Chen, Defeng Sun, Kim-Chuan Toh
A note on the convergence of ADMM for linearly constrained convex optimization problems. Comput. Optim. Appl. 66 (2) (2017)