GT Transport optimal - EDP - Machine learning
Beyond Wasserstein: a general fixed-point approach for computing barycentres of measures
19
May 2025
May 2025
Intervenant : | Julie Delon |
Institution : | Université Paris-Cité |
Heure : | 14h55 - 15h50 |
Lieu : | 1A13 |
In this talk, we investigate the computation of barycentres for generic optimal transport costs, extending beyond the well-studied Wasserstein barycentres. We introduce a fixed-point algorithm that generalizes prior works and prove its convergence under minimal assumptions. Our approach applies to a broad class of cost functions and probability measures, providing a flexible framework for the numerical computation of generic transport barycentres. Joint work with Eloi Tanguy and Nathaël Gozlan.