Detailed Derivations of Small-Variance Asymptotics for some Hierarchical Bayesian Nonparametric Models

Jonathan H. Huggins, Ardavan Saeedi, Matthew J. Johnson

In this note we provide detailed derivations of two versions of small-variance asymptotics for hierarchical Dirichlet process (HDP) mixture models and the HDP hidden Markov model (…