284 citations · 535 across the 21 of their papers we have counts for
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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…