260 citations · 591 across the 16 of their papers we have counts for
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cs.SI2012★ 260 cited
Pseudo-likelihood methods for community detection in large sparse networks
Arash A. Amini, Aiyou Chen, Peter J. Bickel +1
Many algorithms have been proposed for fitting network models with communities, but most of them do not scale well to large networks, and often fail on sparse networks. Here we pro…
math.ST2012★ 141 cited
The method of moments and degree distributions for network models
Peter J. Bickel, Aiyou Chen, Elizaveta Levina
Probability models on graphs are becoming increasingly important in many applications, but statistical tools for fitting such models are not yet well developed. Here we propose a g…