activity
20162026
most citedGlobal Optimality in Low-rank Matrix Optimization

128 citations · 327 across the 14 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

math.OC2026

Second-Order KKT Guarantees for Bregman ADMM in Nonconvex and Non-Lipschitz Optimization

Shuang Li, Zhihui Zhu, Qiuwei Li

We analyze Bregman ADMM for nonconvex linearly constrained problems under two-sided relative smoothness, a condition that replaces the standard Lipschitz gradient assumption with a…