Fast Wasserstein rates for estimating probability distributions of probabilistic graphical models

Daniel Bartl, Stephan Eckstein

Using i.i.d. data to estimate a high-dimensional distribution in Wasserstein distance is a fundamental instance of the curse of dimensionality. We explore how structural knowledge…