Curvature and transport inequalities for Markov chains in discrete spaces
Probability
2015-09-25 v1 Functional Analysis
Metric Geometry
Abstract
We study various transport-information inequalities under three different notions of Ricci curvature in the discrete setting: the curvature-dimension condition of Bakry and \'Emery, the exponential curvature-dimension condition of Bauer \textit{et al.} and the coarse Ricci curvature of Ollivier. We prove that under a curvature-dimension condition or coarse Ricci curvature condition, an transport-information inequality holds; while under an exponential curvature-dimension condition, some weak-transport information inequalities hold. As an application, we establish a Bonnet-Meyer's theorem under the curvature-dimension condition CD of Bakry and \'Emery.
Keywords
Cite
@article{arxiv.1509.07160,
title = {Curvature and transport inequalities for Markov chains in discrete spaces},
author = {Max Fathi and Yan Shu},
journal= {arXiv preprint arXiv:1509.07160},
year = {2015}
}
Comments
26 pages. Comments are welcome