Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics

Ryan Giordano, Runjing Liu, Michael I. Jordan +1

Bayesian models based on the Dirichlet process and other stick-breaking priors have been proposed as core ingredients for clustering, topic modeling, and other unsupervised learnin…