Exact rate of convergence of the mean Wasserstein distance between the empirical and true Gaussian distribution

Philippe Berthet, Jean-Claude Fort

We study the Wasserstein distance $W_2$ for Gaussian samples. We establish the exact rate of convergence $\sqrt{\log \log n/n}$ of the expected value of the $W_2$ distance between t…