Gamma Processes, Stick-Breaking, and Variational Inference

Anirban Roychowdhury, Brian Kulis

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…