English

Wasserstein geometry and Ricci curvature bounds for Poisson spaces

Probability 2025-01-22 v1 Functional Analysis

Abstract

Let Υ\varUpsilon be the configuration space over a complete and separable metric base space, endowed with the Poisson measure π\pi. We study the geometry of Υ\varUpsilon from the point of view of optimal transport and Ricci-lower bounds. To do so, we define a formal Riemannian structure on P1(Υ)\mathscr{P}_{1}(\varUpsilon), the space of probability measures over Υ\varUpsilon with finite first moment, and we construct an extended distance W\mathcal{W} on P1(Υ)\mathscr{P}_{1}(\varUpsilon). The distance W\mathcal{W} 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 W\mathcal{W}. 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 11; (c) the distance W\mathcal{W} 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