41 citations · 43 across the 2 of their papers we have counts for
2 papers
stat.AP2009★ 2 cited
A probability for classification based on the mixture of Dirichlet process model
Ruth Fuentes-Garcia, Ramses H Mena, Stephen G Walker
In this paper, we provide an explicit probability distribution for classification purposes. It is derived from the Bayesian nonparametric mixture of Dirichlet process model, but wi…
math.ST2009★ 41 cited
Quantile pyramids for Bayesian nonparametrics
Nils Lid Hjort, Stephen G. Walker
Pólya trees fix partitions and use random probabilities in order to construct random probability measures. With quantile pyramids we instead fix probabilities and use random partit…