This document discusses various methods for calculating Wasserstein distance between probability distributions, including: - Sliced Wasserstein distance, which projects distributions onto lower-dimensional spaces to enable efficient 1D optimal transport calculations. - Max-sliced Wasserstein distance, which focuses sampling on the most informative projection directions. - Generalized sliced Wasser