2015
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models
ICML 2015poster
This paper introduces ordered stick-breaking process (OSBP), where the atoms in a stick-breaking process (SBP) appear in order. The choice of weights on the atoms of OSBP ensure that; (1) probability of adding new atoms exponentially decrease, and (2) OSBP, though non-exchangeable, admit predictive…