Search Algorithms and Loss Functions for Bayesian Clustering

David B. Dahl, Devin J. Johnson, Peter Mueller

We propose a randomized greedy search algorithm to find a point estimate for a random partition based on a loss function and posterior Monte Carlo samples. Given the large size and…