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Emmanouil Zampetakis

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titleconferencedate
Min-max Optimization: From Complexity to AlgorithmsAdversarial Approaches in Machine Learning 20222022-02-17
Shows that finding an approximate local min‑max equilibrium is PPAD-complete and that any black‑box first‑order method needs an exponential query lower bound…
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Equilibrium Computation and the Foundations of Multi-Agent Machine LearningMeet the Fellows Welcome Event2021-09-08
Shows an exponential query lower bound for any first order method to find an approximate local solution of nonconvex min max problems even with Lipschitz…
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