Reference
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems, Thomas Pethick, Puya Latafat, Panos Patrinos, Olivier Fercoq, Volkan Cevher. (2022)

Abstract

This paper introduces a new extragradient-type algorithm for a class of nonconvex-nonconcave minimax problems. It is well-known that finding a local solution for general minimax problems is...

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Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems

This paper proposes a new algorithm, curvatureEG+, that converges for a broader range of weak minty variational inequalities.

Faried Abu Zaid
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