Wasserstein geometry and Ricci curvature bounds for Poisson spaces
Abstract
Let be the configuration space over a complete and separable metric base space, endowed with the Poisson measure . We study the geometry of from the point of view of optimal transport and Ricci-lower bounds. To do so, we define a formal Riemannian structure on , the space of probability measures over with finite first moment, and we construct an extended distance on . The distance corresponds, in our setting, to the Benamou--Brenier variational formulation of the Wasserstein distance. Our main technical tool is a non-local continuity equation defined via the difference operator on the Poisson space. We show that the closure of the domain of the relative entropy is a complete geodesic space, when endowed with . We establish non-local infinite-dimensional analogues of results regarding the geometry of the Wasserstein space over a metric measure space with synthetic Ricci curvature bounded below. In particular, we obtain that: (a) the Ornstein--Uhlenbeck semi-group is the gradient flow of the relative entropy; (b) the Poisson space has a Ricci curvature, in the entropic sense, bounded below by ; (c) the distance satisfies an HWI inequality.
Keywords
Cite
@article{arxiv.2303.00398,
title = {Wasserstein geometry and Ricci curvature bounds for Poisson spaces},
author = {Lorenzo Dello Schiavo and Ronan Herry and Kohei Suzuki},
journal= {arXiv preprint arXiv:2303.00398},
year = {2025}
}
Comments
45 pages, comments are welcome