Original title: Evaluation of tight bounds for divergences
Translated title: Výpočet těsných mezí pro divergenceí
Authors: Harremoes, P. ; Vajda, Igor
Document type: Research reports
Year: 2010
Language: eng
Series: Research Report, volume: 2273
Abstract: [eng] [cze]
The paper presents a general method for evaluation of the joint range of pairs of f-divergences. This range provides tight maxima and minima for one f-divergence for given value of the other. Applications in information theory, identification and detection are mentioned. Práce prezentuje obecnou metodu pro stanovení oblasti hodnot dvojic f-divergencí. Tato oblast poskytuje těsná maxima a minima jedné divergence pro danou hodnotu druhé. Jsou zmíněny aplikace takových mezí v teorii informace, identifikaci a detekci.
Keywords: Conditional divergence maxima; Conditional divergence minima; Divergence bounds
Project no.: CEZ:AV0Z10750506 (CEP), GA102/07/1131 (CEP)
Funding provider: GA ČR

Institution: Institute of Information Theory and Automation AS ČR (web)
Document availability information: Fulltext is available at external website.
External URL: http://library.utia.cas.cz/separaty/2010/SI/vajda-evaluation of tight bounds for divergences.pdf
Original record: http://hdl.handle.net/11104/0180698

Permalink: http://www.nusl.cz/ntk/nusl-41056


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Research > Institutes ASCR > Institute of Information Theory and Automation
Reports > Research reports