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Bernoulli sums and Rényi entropy inequalities
Published 1 Mar 2021 in math.PR, cs.IT, math.CO, and math.IT | (2103.00896v2)
Abstract: We investigate the R\'enyi entropy of independent sums of integer valued random variables through Fourier theoretic means, and give sharp comparisons between the variance and the R\'enyi entropy, for Poisson-Bernoulli variables. As applications we prove that a discrete min-entropy power'' is super additive on independent variables up to a universal constant, and give new bounds on an entropic generalization of the Littlewood-Offord problem that are sharp in thePoisson regime''.
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