Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications

Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis

The notion of entropy-regularized optimal transport, also known as Sinkhorn divergence, has recently gained popularity in machine learning and statistics, as it makes feasible the…