Journal
COMPTES RENDUS MATHEMATIQUE
Volume 345, Issue 11, Pages 643-646Publisher
ELSEVIER FRANCE-EDITIONS SCIENTIFIQUES MEDICALES ELSEVIER
DOI: 10.1016/j.crma.2007.10.041
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We define a notion of Ricci curvature in metric spaces equipped with a measure or a random walk. For this we use a local contraction coefficient of the random walk acting on the space of probability measures equipped with a transportation distance. This notions allows to generalize several classical theorems associated with positive Ricci curvature, such as a spectral gap bound (Lichnerowicz theorem), Gaussian concentration of measure (Levy-Gromov theorem), logarithmic Sobolev inequalities (a result of Bakry-Emery theory) or the Bonnet-Myers theorem. The definition is compatible with Bakry-Emery theory, and is robust and very easy to implement in concrete examples such as graphs.
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