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math.ST2015
Spectral Clustering and Block Models: A Review And A New Algorithm
Sharmodeep Bhattacharyya, Peter J. Bickel
We focus on spectral clustering of unlabeled graphs and review some results on clustering methods which achieve weak or strong consistent identification in data generated by such m…
math.ST2015
Likelihood-based model selection for stochastic block models
Y. X. Rachel Wang, Peter J. Bickel
The stochastic block model (SBM) provides a popular framework for modeling community structures in networks. However, more attention has been devoted to problems concerning estimat…