1 hasil untuk "Tapia-Riera, Guido"

On the Convergence of Proximal Algorithms for Weakly-convex Min-max Optimization

Tapia-Riera, Guido; Castera, Camille; Papadakis, Nicolas

arXiv · 2026 · Inggris · arXiv

We study alternating first-order algorithms with no inner loops for solving nonconvex-strongly-concave min-max problems. We show the convergence of the alternating gradient descent--ascent algorithm method by proposing a substantially simplified proof compared to previous ones. It allows us to…