239 citations · 430 across the 19 of their papers we have counts for
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cs.LG2012★ 17 cited
The Nonparametric Metadata Dependent Relational Model
Dae Il Kim, Michael Hughes, Erik Sudderth
We introduce the nonparametric metadata dependent relational (NMDR) model, a Bayesian nonparametric stochastic block model for network data. The NMDR allows the entities associated…
cs.AI2012★ 13 cited
Gibbs Sampling in Open-Universe Stochastic Languages
Nimar S. Arora, Rodrigo de Salvo Braz, Erik B. Sudderth +1
Languages for open-universe probabilistic models (OUPMs) can represent situations with an unknown number of objects and iden- tity uncertainty. While such cases arise in a wide ran…