Rényi Entropy Power Inequalities via Normal Transport and Rotation.

Entropy(2018)

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摘要
Following a recent proof of Shannon's entropy power inequality (EPI), a comprehensive framework for deriving various EPIs for the Rényi entropy is presented that uses transport arguments from normal densities and a change of variable by rotation. Simple arguments are given to recover the previously known Rényi EPIs and derive new ones, by unifying a multiplicative form with constant and a modification with exponent α of previous works. In particular, for log-concave densities, we obtain a simple transportation proof of a sharp varentropy bound.
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关键词
Rényi entropy,entropy power inequalities,escort distributions,log-concave distributions,normal distributions,transportation arguments
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