Doubly-Competitive Distribution Estimation

Yi Hao, Alon Orlitsky

Abstract: Distribution estimation is a statistical-learning cornerstone. Its classical <em>min-max</em> formulation minimizes the estimation error for the worst distribution, hence under-performs for practic...