12 citations · 12 across the 2 of their papers we have counts for
2 papers
stat.ME2010
Copula Processes
Andrew Gordon Wilson, Zoubin Ghahramani
We define a copula process which describes the dependencies between arbitrarily many random variables independently of their marginal distributions. As an example, we develop a sto…
stat.ME2010★ 12 cited
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…