154 citations · 1.3k across the 48 of their papers we have counts for
Showing 2018 · cs.ITShow all
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cs.IT2018★ 14 cited
Sharp moment-entropy inequalities and capacity bounds for log-concave distributions
Mokshay Madiman, Piotr Nayar, Tomasz Tkocz
We show that the uniform distribution minimizes entropy among all one-dimensional symmetric log-concave distributions with fixed variance, as well as various generalizations of thi…
cs.IT2018★ 15 cited
The Differential Entropy of Mixtures: New Bounds and Applications
James Melbourne, Saurav Talukdar, Shreyas Bhaban +2
Mixture distributions are extensively used as a modeling tool in diverse areas from machine learning to communications engineering to physics, and obtaining bounds on the entropy o…