Equivalence of optimal transport problems to regularization on the family of f-divergences

Maxime Nicaise, Yaiza Bermudez, Samir M. Perlaza

This work establishes that an optimal transport~(OT) problem regularized by a given $f$-divergence admits the same solution as another OT problem regularized by a different $g$-div…