Talks

2022

We show how to break the curse of dimension for the estimation of optimal transport distance between two smooth distributions for the …

In this talk, I present two very different applications related by the simple idea of invertible transformations. - The first topic is …

I explain the formulation of the Wasserstein-Fisher-Rao distance, introduced a few years ago as the natural extension of the …

This talk contains two parts. The second part present a generalization of the Gromov-Wasserstein distances to the space of unbalanced …

2021

We show how to break the curse of dimension for the estimation of optimal transport distance between two smooth distributions for the …

After presenting some background on optimal transport, we present entropic regularization, its link with the Schr”odinger problem …

I explain the formulation of the Wasserstein-Fisher-Rao distance, introduced a few years ago as the natural extension of the …

After presenting some background on optimal transport, we explain why the curse of dimensionality can be encountered in estimating …

We show how to break the curse of dimension for the estimation of optimal transport distance between two smooth distributions for the …

2017

We show the connection between the Wasserstein-Fisher-Rao metric and the Camassa-Holm (CH) equation. This allows us to prove that the …