Beta diffusion trees and hierarchical feature allocations

Creighton Heaukulani, David A. Knowles, Zoubin Ghahramani

We define the beta diffusion tree, a random tree structure with a set of leaves that defines a collection of overlapping subsets of objects, known as a feature allocation. A genera…