Riemannian ascent--descent for nonconvex nonconcave minimax landscapes: convergence to basin saddle points and applications to distributionally robust optimization
math.OC, cs.LG, stat.ML
Submitted: 2026-09-12
Updated: 2026-09-12
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Related papers
- Lions and Muons: Optimization via Stochastic Frank-Wolfe under Heavy-Tailed Noise
- Adam-HNAG: A Convergent Reformulation of Adam with Accelerated Rate
- Incremental Learning in Mirror Flows
- Online Control via Counterfactual Tracking
- Asynchronous Replanning in Two Population Linear Quadratic Mean Field Games: Information Requirements and Stability
- Petrov-Galerkin operator inference with application to stability-encouraging identification