@article{e0c382c049534d0a88fec95bf681c480,
title = "MaxEnt Upper Bounds for the Differential Entropy of Univariate Continuous Distributions",
abstract = "We present a series of closed-form upper bounds of the differential entropy of univariate continuous distributions based on the maximum entropy principle. We apply those bounds to Gaussian mixture models, and study their tightness properties.",
keywords = "Absolute geometric moment, absolute monomial exponential family (EF), differential entropy, maximum entropy principle, mixture model",
author = "Frank Nielsen and Richard Nock",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.",
year = "2017",
month = apr,
doi = "10.1109/LSP.2017.2666792",
language = "English",
volume = "24",
pages = "402--406",
journal = "IEEE Signal Processing Letters",
issn = "1070-9908",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "4",
}