The entropy power inequality, which plays a fundamental role in information theory and probability, may be seen as an analogue of the Brunn-Minkowski inequality. Motivated by …
L Wang, M Madiman - IEEE Transactions on Information …, 2014 - ieeexplore.ieee.org
A lower bound on the Rényi differential entropy of a sum of independent random vectors is demonstrated in terms of rearrangements. For the special case of Boltzmann-Shannon …
E Ram, I Sason - IEEE Transactions on Information Theory, 2016 - ieeexplore.ieee.org
This paper gives improved Rényi entropy power inequalities (R-EPIs). Consider a sum S n= Σ k= 1 n X k of n independent continuous random vectors taking values on ℝ d, and let …
J Chakravorty, A Mahajan - 2016 Information Theory and …, 2016 - ieeexplore.ieee.org
The fundamental limits of remote estimation of autoregressive Markov processes under communication constraints are presented. The remote estimation system consists of a …
Over the past few years, a family of interesting new inequalities for the entropies of sums and differences of random variables has been developed by Ruzsa, Tao, and others, motivated …
General extensions of an inequality due to Rogozin, concerning the essential supremum of a convolution of probability density functions on the real line, are obtained. While a weak …
M Madiman, F Ghassemi - IEEE Transactions on Information …, 2018 - ieeexplore.ieee.org
We initiate the study of the Stam region, defined as the subset of the positive orthant in ℝ (2 n-1) that arises from considering the entropy powers of subset sums of n independent …
F Barthe, M Madiman - Discrete & Computational Geometry, 2024 - Springer
We begin a systematic study of the region of possible values of the volumes of Minkowski subset sums of a collection of M compact sets in R d, which we call the Lyusternik region …
Lower bounds for the Rényi entropies of sums of independent random variables taking values in cyclic groups of prime order under permutations are established. The main …