107 citations · 160 across the 9 of their papers we have counts for
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math.ST2016
Bayesian Community Detection
Stéphanie van der Pas, Aad van der Vaart
We introduce a Bayesian estimator of the underlying class structure in the stochastic block model, when the number of classes is known. The estimator is the posterior mode correspo…
math.ST2016★ 1 cited
Uncertainty quantification for the horseshoe
Stéphanie van der Pas, Botond Szabó, Aad van der Vaart
We investigate the credible sets and marginal credible intervals resulting from the horseshoe prior in the sparse multivariate normal means model. We do so in an adaptive setting w…