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arxiv: 1509.07160 · v1 · pith:LLFBM7U3new · submitted 2015-09-23 · 🧮 math.PR · math.FA· math.MG

Curvature and transport inequalities for Markov chains in discrete spaces

classification 🧮 math.PR math.FAmath.MG
keywords conditioncurvature-dimensioncurvatureunderinequalitiesriccibakrycoarse
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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 $L_1$ 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$(\kappa,\infty)$ of Bakry and \'Emery.

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