9 citations · 9 across the 2 of their papers we have counts for
2 papers
stat.ML2012
A survey of non-exchangeable priors for Bayesian nonparametric models
Nicholas J. Foti, Sinead Williamson
Dependent nonparametric processes extend distributions over measures, such as the Dirichlet process and the beta process, to give distributions over collections of measures, typica…
stat.ML2012★ 9 cited
A unifying representation for a class of dependent random measures
Nicholas J. Foti, Joseph D. Futoma, Daniel N. Rockmore +1
We present a general construction for dependent random measures based on thinning Poisson processes on an augmented space. The framework is not restricted to dependent versions of…