Minimax Confidence Intervals for the Sliced Wasserstein Distance

Tudor Manole, Sivaraman Balakrishnan, Larry Wasserman

Motivated by the growing popularity of variants of the Wasserstein distance in statistics and machine learning, we study statistical inference for the Sliced Wasserstein distance--…