2 papers
math.OC2026
A nonmonotone extrapolated proximal gradient-subgradient algorithm beyond global Lipschitz gradient continuity
Lei Yang, Jingjing Hu, Tianxiang Liu
With the advancement of modern applications, an increasing number of composite optimization problems arise whose smooth component does not possess a globally Lipschitz continuous g…
math.OC2025
An Inexact Bregman Proximal Difference-of-Convex Algorithm with Two Types of Relative Stopping Criteria
Lei Yang, Jingjing Hu, Kim-Chuan Toh
In this paper, we consider a class of difference-of-convex (DC) optimization problems, which require only a weaker restricted -smooth adaptable property on the smooth part of th…