activity
20092023
most citedA General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems

289 citations · 518 across the 37 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

math.OC2016★ 11 cited

Stochastic Alternating Direction Method of Multipliers with Variance Reduction for Nonconvex Optimization

Feihu Huang, Songcan Chen, Zhaosong Lu

In the paper, we study the stochastic alternating direction method of multipliers (ADMM) for the nonconvex optimizations, and propose three classes of the nonconvex stochastic ADMM…

math.OC2016★ 1 cited

Randomized block proximal damped Newton method for composite self-concordant minimization

Zhaosong Lu

In this paper we consider the composite self-concordant (CSC) minimization problem, which minimizes the sum of a self-concordant function and a (possibly nonsmooth) proper clos…