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arxiv: 1612.00514 · v1 · pith:6PSJBELQnew · submitted 2016-12-01 · 🧮 math.PR · math.FA

Poincar\'e, modified logarithmic Sobolev and isoperimetric inequalities for Markov chains with non-negative Ricci curvature

classification 🧮 math.PR math.FA
keywords constantcurvaturebelowboundedchainsdiscreteinequalitiesisoperimetric
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We study functional inequalities for Markov chains on discrete spaces with entropic Ricci curvature bounded from below. Our main results are that when curvature is non-negative, but not necessarily positive, the spectral gap, the Cheeger isoperimetric constant and the modified logarithmic Sobolev constant of the chain can be bounded from below by a constant that only depends on the diameter of the space, with respect to a suitable metric. These estimates are discrete analogues of classical results of Riemannian geometry obtained by Li and Yau, Buser and Wang.

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