262 citations · 888 across the 45 of their papers we have counts for
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stat.ME2014★ 48 cited
A Consistent Histogram Estimator for Exchangeable Graph Models
Stanley H. Chan, Edoardo M. Airoldi
Exchangeable graph models (ExGM) subsume a number of popular network models. The mathematical object that characterizes an ExGM is termed a graphon. Finding scalable estimators of…
stat.ME2013★ 113 cited
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
Edoardo M Airoldi, Thiago B Costa, Stanley H Chan
Non-parametric approaches for analyzing network data based on exchangeable graph models (ExGM) have recently gained interest. The key object that defines an ExGM is often referred…