Bayesian Hierarchical Clustering with Exponential Family: Small-Variance Asymptotics and Reducibility

Juho Lee, Seungjin Choi

Bayesian hierarchical clustering (BHC) is an agglomerative clustering method, where a probabilistic model is defined and its marginal likelihoods are evaluated to decide which clus…