Minimax estimation of discontinuous optimal transport maps: The semi-discrete case

Aram-Alexandre Pooladian, Vincent Divol, Jonathan Niles-Weed

We consider the problem of estimating the optimal transport map between two probability distributions, $P$ and $Q$ in ${\mathbb{R}}^d$, on the basis of i.i.d. samples. All existing st…