Learning Generative Models with Sinkhorn Divergences

Aude Genevay, Gabriel Peyré, Marco Cuturi

The ability to compare two degenerate probability distributions (i.e. two probability distributions supported on two distinct low-dimensional manifolds living in a much higher-dime…