An Interpolating Distance between Optimal Transport and Fisher-Rao

Lenaic Chizat, Bernhard Schmitzer, Gabriel Peyré +1

This paper defines a new transport metric over the space of non-negative measures. This metric interpolates between the quadratic Wasserstein and the Fisher-Rao metrics and general…