Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections

Nabarun Deb, Promit Ghosal, Bodhisattva Sen

Optimal transport maps between two probability distributions $\mu$ and $\nu$ on ${\mathbb{R}}^d$ have found extensive applications in both machine learning and statistics. In practice, t…