Nonparametric Bayesian Topic Modelling with the Hierarchical Pitman-Yor Processes

Kar Wai Lim, Wray Buntine, Changyou Chen +1

The Dirichlet process and its extension, the Pitman-Yor process, are stochastic processes that take probability distributions as a parameter. These processes can be stacked up to f…