F-Divergence inequalities via functional domination

Igal Sason, Sergio Verdú

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

This paper considers derivation of f-divergence inequalities via the approach of functional domination. Bounds on an f-divergence based on one or several other f-divergences are introduced, dealing with pairs of probability measures defined on arbitrary alphabets. In addition, a variety of bounds are shown to hold under boundedness assumptions on the relative information.1

Original languageEnglish (US)
Title of host publication2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509021529
DOIs
StatePublished - Jan 4 2017
Event2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016 - Eilat, Israel
Duration: Nov 16 2016Nov 18 2016

Publication series

Name2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016

Other

Other2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016
CountryIsrael
CityEilat
Period11/16/1611/18/16

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Hardware and Architecture
  • Artificial Intelligence
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Keywords

  • X divergence
  • f-divergence
  • relative entropy
  • relative information
  • reverse Pinsker inequalities
  • reverse Samson's inequality
  • total variation distance

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