2 papers
math.OC2026
Complexity and numerical experiments of a new adaptive generic proximal bundle method
Vincent Guigues, Renato Monteiro, Benoit Tran
This paper develops an adaptive generic proximal bundle method, shows its complexity, and presents numerical experiments comparing this method with two bundle methods on a set of o…
math.OC2025
Universal subgradient and proximal bundle methods for convex and strongly convex hybrid composite optimization
Vincent Guigues, Jiaming Liang, Renato D. C. Monteiro
This paper develops two parameter-free methods for solving convex and strongly convex hybrid composite optimization problems, namely, a composite subgradient type method and a prox…