Comparison and Bayesian Estimation of Feature Allocations

David B. Dahl, Devin J. Johnson, R. Jacob Andros

Feature allocation models postulate a sampling distribution whose parameters are derived from shared features. Bayesian models place a prior distribution on the feature allocation,…