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Sphere-covering and measure concentration as source coding theorems

Kontoyiannis, I (2001) Sphere-covering and measure concentration as source coding theorems. In: UNSPECIFIED 168-..

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Abstract

We state and solve a general version of the rate-distortion problem. We show that its answer contains, as corollaries: (i) Stein's lemma in hypothesis testing; (ii) Shannon's lossy source coding theorem; (iii) new converses to measure-concentration inequalities.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Subjects: UNSPECIFIED
Divisions: Div F > Signal Processing and Communications
Depositing User: Cron Job
Date Deposited: 08 Jan 2018 20:12
Last Modified: 07 Mar 2019 12:05
DOI: