777 citations · 1.8k across the 46 of their papers we have counts for
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cond-mat.stat-mech2011★ 777 cited
Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications
Aurelien Decelle, Florent Krzakala, Cristopher Moore +1
In this paper we extend our previous work on the stochastic block model, a commonly used generative model for social and biological networks, and the problem of inferring functiona…
cond-mat.stat-mech2011★ 403 cited
Phase transition in the detection of modules in sparse networks
Aurelien Decelle, Florent Krzakala, Cristopher Moore +1
We present an asymptotically exact analysis of the problem of detecting communities in sparse random networks. Our results are also applicable to detection of functional modules, p…