On Data-Processing and Majorization Inequalities for <i>f</i>-Divergences with Applications

This paper is focused on the derivation of data-processing and majorization inequalities for <i>f</i>-divergences, and their applications in information theory and statistics. For the accessibility of the material, the main results are first introduced without proofs, followed by exempli...

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1. Verfasser: Igal Sason
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2019-10-01
Schriftenreihe:Entropy
Schlagworte:
contraction coefficient
data-processing inequalities
<i>f</i>-divergences
hypothesis testing
list decoding
majorization theory
rényi information measures
tsallis entropy
tunstall trees
Online Zugang:https://www.mdpi.com/1099-4300/21/10/1022
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