Search Results for author: Pouria Mahdavinia

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Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems

no code implementations17 Oct 2022 Pouria Mahdavinia, Yuyang Deng, Haochuan Li, Mehrdad Mahdavi

Despite the established convergence theory of Optimistic Gradient Descent Ascent (OGDA) and Extragradient (EG) methods for the convex-concave minimax problems, little is known about the theoretical guarantees of these methods in nonconvex settings.

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