Regularized Optimal Transport is Ground Cost Adversarial

François-Pierre Paty, Marco Cuturi

Abstract: Regularizing the optimal transport (OT) problem has proven crucial for OT theory to impact the field of machine learning. For instance, it is known that regularizing OT problems with entropy leads ...