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math.ST2010
Generalized Species Sampling Priors with Latent Beta reinforcements
Edoardo M. Airoldi, Thiago Costa, Federico Bassetti +2
Many popular Bayesian nonparametric priors can be characterized in terms of exchangeable species sampling sequences. However, in some applications, exchangeability may not be appro…
math.ST2010★ 234 cited
Stochastic blockmodels with growing number of classes
David S. Choi, Patrick J. Wolfe, Edoardo M. Airoldi
We present asymptotic and finite-sample results on the use of stochastic blockmodels for the analysis of network data. We show that the fraction of misclassified network nodes conv…