About: Polyhedral approach to statistical learning graphical models

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The statistical task to learn graphical models of Bayesian network structure leads to the study of special polyhedra. In the paper, we offer an overview of our polyhedral approach to learning these statistical models. First, we report on the results on this topic from our recent papers. The second part of the paper brings some specific additional results inspired by this approach. The statistical task to learn graphical models of Bayesian network structure leads to the study of special polyhedra. In the paper, we offer an overview of our polyhedral approach to learning these statistical models. First, we report on the results on this topic from our recent papers. The second part of the paper brings some specific additional results inspired by this approach. (en)
Title	Polyhedral approach to statistical learning graphical models Polyhedral approach to statistical learning graphical models (en)
skos:prefLabel	Polyhedral approach to statistical learning graphical models Polyhedral approach to statistical learning graphical models (en)
skos:notation	RIV/67985556:_____/12:00377257!RIV13-AV0-67985556
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(GA201/08/0539)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Studený, Milan
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	159545
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/12:00377257
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Bayesian network stucture; standard imset; characteristic imset; polyhedral geometry (en)
http://linked.open.../riv/klicoveSlovo	standard imset characteristic imset Bayesian network stucture polyhedral geometry
http://linked.open...ontrolniKodProRIV	[1D3824B82C87]
http://linked.open...v/mistoKonaniAkce	Osaka
http://linked.open...i/riv/mistoVydani	Singapore
http://linked.open...i/riv/nazevZdroje	Harmony of Gröbner Bases and the Modern Industrial Society
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Conditional independence structures: graphical and algebraic approaches
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Studený, Milan Hemmecke, R. Lindner, S. Haws, D.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-06-28 (xsd:date)
number of pages	27 (xsd:int)
http://bibframe.org/vocab/doi	10.1142/9789814383462_0020
http://purl.org/ne...btex#hasPublisher	World Scientific Press
https://schema.org/isbn	978-981-4383-45-5

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