Finite-sample bounds for regularized optimal transport

Alberto González-Sanz, Marcel Nutz, Austin J. Stromme

We study the sample complexity of regularized optimal transport for general convex regularizations including the Kullback--Leibler divergence and $L^p$ penalties. Our main results…