Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem

Gonzalo Mena, Jonathan Weed

We prove several fundamental statistical bounds for entropic OT with the squared Euclidean cost between subgaussian probability measures in arbitrary dimension. First, through a ne…