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Journal articles
Rényi Entropy Power Inequalities via Normal Transport and Rotation
Abstract : 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 c 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.
https://hal.telecom-paris.fr/hal-02287964
Contributor : Telecomparis Hal <>
Submitted on : Saturday, August 28, 2021 - 5:24:28 PM
Last modification on : Tuesday, September 21, 2021 - 2:16:04 PM
Contributor : Telecomparis Hal <>
Submitted on : Saturday, August 28, 2021 - 5:24:28 PM
Last modification on : Tuesday, September 21, 2021 - 2:16:04 PM
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201808rioul.pdf
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Distributed under a Creative Commons Attribution 4.0 International License