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20242026
most citedAdvancing Mathematics Research with AI-Driven Formal Proof Search

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math.OC2026

An Improved Last-Iterate Convergence Rate for Anchored Gradient Descent Ascent

Anja Surina, Arun Suggala, George Tsoukalas +5

We analyze the last-iterate convergence of the Anchored Gradient Descent Ascent algorithm for smooth convex-concave min-max problems. While previous work established a last-iterate…