Theoretical Guarantees for Bridging Metric Measure Embedding and Optimal Transport

Mokhtar Z. Alaya, Maxime Bérar, Gilles Gasso +1

We propose a novel approach for comparing distributions whose supports do not necessarily lie on the same metric space. Unlike Gromov-Wasserstein (GW) distance which compares pairw…