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Optimal Concentration of Information Content For Log-Concave Densities (1508.04093v2)
Published 17 Aug 2015 in math.PR, cs.IT, math.FA, and math.IT
Abstract: An elementary proof is provided of sharp bounds for the varentropy of random vectors with log-concave densities, as well as for deviations of the information content from its mean. These bounds significantly improve on the bounds obtained by Bobkov and Madiman ({\it Ann. Probab.}, 39(4):1528--1543, 2011).
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