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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 <i>negative binomial process</i> ( <inline-formula> <tex-math>${\rm …