About: Maximization of the information divergence from an exponential family and criticality

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The problem to maximize the information divergence from an exponential family is compared to the maximization of an entropy-like quantity over the boundary of a polytope. First-order conditions on directional derivatives define critical sets for the two problems. The bijection between the sets of global maximizers in the two problems found earlier is extended here to bijections between the sets of local maximizers and the critical sets. This is based on new inequalities relating the maximized quantities and a reformulation of the first order criticality conditions for the second problem. The problem to maximize the information divergence from an exponential family is compared to the maximization of an entropy-like quantity over the boundary of a polytope. First-order conditions on directional derivatives define critical sets for the two problems. The bijection between the sets of global maximizers in the two problems found earlier is extended here to bijections between the sets of local maximizers and the critical sets. This is based on new inequalities relating the maximized quantities and a reformulation of the first order criticality conditions for the second problem. (en)
Title	Maximization of the information divergence from an exponential family and criticality Maximization of the information divergence from an exponential family and criticality (en)
skos:prefLabel	Maximization of the information divergence from an exponential family and criticality Maximization of the information divergence from an exponential family and criticality (en)
skos:notation	RIV/67985556:_____/11:00363274!RIV12-AV0-67985556
http://linked.open...avai/predkladatel	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GAP202/10/0618), Z(AV0Z10750506)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Matúš, František
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	210978
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/11:00363274
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	exponential family; information divergence; critical sets (en)
http://linked.open.../riv/klicoveSlovo	critical sets exponential family information divergence
http://linked.open...ontrolniKodProRIV	[79EC7486A34A]
http://linked.open...v/mistoKonaniAkce	St. Petersburg
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	Proceedings ISIT 2011
http://linked.open...in/vavai/riv/obor	BD
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Bregman distances, divergences, and optimal algorithms for information retrieval, decisions and learning
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Matúš, František Rauh, J.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000297465101017
http://linked.open.../riv/zahajeniAkce	2011-07-31 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4577-0595-3
is http://linked.open...avai/riv/vysledek of	Maximization of the information divergence from an exponential family and criticality Maximization of the information divergence from an exponential family and criticality

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