no code implementations • 3 Dec 2021 • Boris Muzellec, Adrien Vacher, Francis Bach, François-Xavier Vialard, Alessandro Rudi
It was recently shown that under smoothness conditions, the squared Wasserstein distance between two distributions could be efficiently computed with appealing statistical error upper bounds.
no code implementations • 13 Jan 2021 • Adrien Vacher, Boris Muzellec, Alessandro Rudi, Francis Bach, Francois-Xavier Vialard
It is well-known that plug-in statistical estimation of optimal transport suffers from the curse of dimensionality.
Statistics Theory Optimization and Control Statistics Theory 62G05
