Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS

Ruiyu Han, Cynthia Rush, Johannes Wiesel

Optimal transport and the Wasserstein distance ${\mathcal{W}}_p$ have recently seen a number of applications in the fields of statistics, machine learning, data science, and the phys…