2 papers
math.OC2025
A Fully Parameter-Free Second-Order Algorithm for Convex-Concave Minimax Problems
Junlin Wang, Zi Xu, Huiling Zhang
In this paper, we study second-order algorithms for the convex-concave minimax problem, which has attracted much attention in many fields such as machine learning in recent years.…
math.OC2025
Gradient Norm Regularization Second-Order Algorithms for Solving Nonconvex-Strongly Concave Minimax Problems
Jun-Lin Wang, Zi Xu
In this paper, we study second-order algorithms for solving nonconvex-strongly concave minimax problems, which have attracted much attention in recent years in many fields, especia…