Gamma Processes, Stick-Breaking, and Variational Inference.

Anirban Roychowdhury, Brian Kulis

Abstract: While most Bayesian nonparametric models in machine learning have focused on the Dirichlet process, the beta process, or their variants, the gamma process has recently emerged as a useful nonparame...