Entropic estimation of optimal transport maps

Aram-Alexandre Pooladian, Jonathan Niles-Weed

We develop a computationally tractable method for estimating the optimal map between two distributions over ${\mathbb{R}}^d$ with rigorous finite-sample guarantees. Leveraging an ent…