Title
Rényi Entropy Power Inequalities via Normal Transport and Rotation.
Abstract
Following a recent proof of Shannonu0027s entropy power inequality (EPI), a comprehensive framework for deriving various EPIs for the Ru0027enyi 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 Ru0027enyi EPIs and derive new ones, by unifying a multiplicative form with constant c and a modification with exponent {alpha} of previous works. In particular, for log-concave densities, we obtain a simple transportation proof of a sharp varentropy bound.
Year
Venue
DocType
2018
Entropy
Journal
Volume
Issue
Citations 
abs/1807.02622
9
0
PageRank 
References 
Authors
0.34
0
1
Name
Order
Citations
PageRank
Olivier Rioul19223.54