OptimalEpochStochasticGradientDescentAscent MethodsforMin-MaxOptimization

Neural Information Processing Systems 

However,itsextension tosolvingstochastic min-max problems withstrong convexity and strong concavity still remains open, and itisstill unclear whether a fast rate ofO(1/T) for the duality gapis achievable for stochastic min-max optimization under strong convexity and strong concavity.

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