540 citations · 1.1k across the 26 of their papers we have counts for
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stat.ML2013★ 206 cited
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
Tai Qin, Karl Rohe
Spectral clustering is a fast and popular algorithm for finding clusters in networks. Recently, Chaudhuri et al. (2012) and Amini et al.(2012) proposed inspired variations on the a…
stat.ML2013★ 12 cited
The blessing of transitivity in sparse and stochastic networks
Karl Rohe, Tai Qin
The interaction between transitivity and sparsity, two common features in empirical networks, implies that there are local regions of large sparse networks that are dense. We call…