Combinatorial Clustering and the Beta Negative Binomial Process

We develop a Bayesian nonparametric approach to a general family of latent class problems in which individuals can belong simultaneously to multiple classes and where each class can be exhibited multiple times by an individual. We introduce a combinatorial stochastic process known as the negative bi...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 37(2015), 2 vom: 01. Feb., Seite 290-306
Auteur principal: Broderick, Tamara (Auteur)
Autres auteurs: Mackey, Lester, Paisley, John, Jordan, Michael I
Format: Article en ligne
Langue:English
Publié: 2015
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, U.S. Gov't, Non-P.H.S.