A short proof on the rate of convergence of the empirical measure for the Wasserstein distance - Inria - Institut national de recherche en sciences et technologies du numérique
Preprints, Working Papers, ... Year : 2021

A short proof on the rate of convergence of the empirical measure for the Wasserstein distance

Abstract

We provide a short proof that the Wasserstein distance between the empirical measure of a n-sample and the estimated measure is of order n^−1/d , if the measure has a lower and upper bounded density on the d-dimensional flat torus.
Fichier principal
Vignette du fichier
note.pdf (281.15 Ko) Télécharger le fichier
Origin Files produced by the author(s)

Dates and versions

hal-03117283 , version 1 (21-01-2021)

Identifiers

  • HAL Id : hal-03117283 , version 1

Cite

Vincent Divol. A short proof on the rate of convergence of the empirical measure for the Wasserstein distance. 2021. ⟨hal-03117283⟩
76 View
330 Download

Share

More