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  4. On conditional Sibson's alpha-Mutual Information
 
conference paper

On conditional Sibson's alpha-Mutual Information

Esposito, Amedeo Roberto  
•
Wu, Diyuan
•
Gastpar, Michael  
January 1, 2021
2021 Ieee International Symposium On Information Theory (Isit)
IEEE International Symposium on Information Theory (ISIT)

In this work, we analyse how to define a conditional version of Sibson's alpha-Mutual Information. Several such definitions can be advanced and they all lead to different information measures with different (but similar) operational meanings. We will analyse in detail one such definition, compute a closed-form expression for it and endorse it with an operational meaning while also considering some applications. The alternative definitions will also be mentioned and compared.

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Type
conference paper
DOI
10.1109/ISIT45174.2021.9517944
Web of Science ID

WOS:000701502201149

Author(s)
Esposito, Amedeo Roberto  
Wu, Diyuan
Gastpar, Michael  
Date Issued

2021-01-01

Publisher

IEEE

Publisher place

New York

Published in
2021 Ieee International Symposium On Information Theory (Isit)
ISBN of the book

978-1-5386-8209-8

Series title/Series vol.

IEEE International Symposium on Information Theory

Start page

1796

End page

1801

Subjects

Computer Science, Theory & Methods

•

Engineering, Electrical & Electronic

•

Computer Science

•

Engineering

•

renyi-divergence

•

sibson's mutual information

•

conditional mutual information

•

information measures

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LINX  
Event nameEvent placeEvent date
IEEE International Symposium on Information Theory (ISIT)

ELECTR NETWORK

Jul 12-20, 2021

Available on Infoscience
November 6, 2021
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/182717
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