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A Lower Bound on the Differential Entropy of Log-Concave Random Vectors with Applications

We derive a lower bound on the differential entropy of a log-concave random variable X in terms of the p-th absolute moment of X. The new bound leads to a reverse entropy power inequality with an explicit constant, and to new bounds on the rate-distortion function and the channel capacity. Specifica...

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Detalles Bibliográficos
Autores principales: Marsiglietti, Arnaud, Kostina, Victoria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512702/
https://www.ncbi.nlm.nih.gov/pubmed/33265276
http://dx.doi.org/10.3390/e20030185