Pitman-Yor Diffusion Trees

David A. Knowles, Zoubin Ghahramani

We introduce the Pitman Yor Diffusion Tree (PYDT) for hierarchical clustering, a generalization of the Dirichlet Diffusion Tree (Neal, 2001) which removes the restriction to binary…