Tree-Structured Stick Breaking Processes for Hierarchical Data

Ryan Prescott Adams, Zoubin Ghahramani, Michael I. Jordan

Many data are naturally modeled by an unobserved hierarchical structure. In this paper we propose a flexible nonparametric prior over unknown data hierarchies. The approach uses ne…