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dc.contributor.authorIlić, Velimiren
dc.contributor.authorStanković, Miomiren
dc.contributor.authorTodorović, Branimiren
dc.date.accessioned2020-04-27T10:55:14Z-
dc.date.available2020-04-27T10:55:14Z-
dc.date.issued2011-01-01en
dc.identifier.issn0018-9448en
dc.identifier.urihttp://researchrepository.mi.sanu.ac.rs/handle/123456789/869-
dc.description.abstractThe paper proposes a new message passing algorithm for cycle-free factor graphs. The proposed "entropy message passing" (EMP) algorithm may be viewed as sum-product message passing over the entropy semiring, which has previously appeared in automata theory. The primary use of EMP is to compute the entropy of a model. However, EMP can also be used to compute expressions that appear in expectation maximization and in gradient-descent algorithms.en
dc.publisherIEEE-
dc.relation.ispartofIEEE Transactions on Information Theoryen
dc.subjectCommutative semiring | entropy | expectation maximization | factor graphs | gradient methods | graphical models | sum-product message passingen
dc.titleEntropy message passingen
dc.typeArticleen
dc.identifier.doi10.1109/TIT.2010.2090235en
dc.identifier.scopus2-s2.0-78650916697en
dc.relation.firstpage375en
dc.relation.lastpage380en
dc.relation.issue1en
dc.relation.volume57en
dc.description.rankM21a-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.openairetypeArticle-
item.grantfulltextnone-
item.fulltextNo Fulltext-
crisitem.author.orcid0000-0002-4705-5856-
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