Statistical and Computational Guarantees of Kernel Max-Sliced Wasserstein Distances

Jie Wang, March Boedihardjo, Yao Xie

Optimal transport has been very successful for various machine learning tasks; however, it is known to suffer from the curse of dimensionality. Hence, dimensionality reduction is d…