Wasserstein Concentration of Empirical Measures for Dependent Data via the Method of Moments

Arash A. Amini, Luciano Vinas

We establish a general concentration result for the 1-Wasserstein distance between the empirical measure of a sequence of random variables and its expectation. Unlike standard resu…