17 citations · 49 across the 11 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016★ 1 cited
Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels
Vishesh Karwa, Debdeep Pati, Sonja Petrović +6
We construct Bayesian and frequentist finite-sample goodness-of-fit tests for three different variants of the stochastic blockmodel for network data. Since all of the stochastic bl…
stat.ME2016★ 8 cited
Covariate Regularized Community Detection in Sparse Graphs
Bowei Yan, Purnamrita Sarkar
In this paper, we investigate community detection in networks in the presence of node covariates. In many instances, covariates and networks individually only give a partial view o…