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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Détails bibliographiques
Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 37(2015), 2 vom: 01. Feb., Seite 290-306
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Auteur principal: |
Broderick, Tamara
(Auteur) |
Autres auteurs: |
Mackey, Lester,
Paisley, John,
Jordan, Michael I |
Format: | Article en ligne
|
Langue: | English |
Publié: |
2015
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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. |