Search Results for author: Alberto Gonzalez-Sanz

Found 2 papers, 0 papers with code

Gaussian Processes on Distributions based on Regularized Optimal Transport

no code implementations12 Oct 2022 François Bachoc, Louis Béthune, Alberto Gonzalez-Sanz, Jean-Michel Loubes

We present a novel kernel over the space of probability measures based on the dual formulation of optimal regularized transport.

Gaussian Processes valid

An improved central limit theorem and fast convergence rates for entropic transportation costs

no code implementations19 Apr 2022 Eustasio del Barrio, Alberto Gonzalez-Sanz, Jean-Michel Loubes, Jonathan Niles-Weed

We prove a central limit theorem for the entropic transportation cost between subgaussian probability measures, centered at the population cost.

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