Subspace Robust Wasserstein Distances

François-Pierre Paty, Marco Cuturi

Abstract: Making sense of Wasserstein distances between discrete measures in high-dimensional settings remains a challenge. Recent work has advocated a two-step approach to improve robustness and facilitate ...