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20082023
most citedPseudo-likelihood methods for community detection in large sparse networks

260 citations · 879 across the 60 of their papers we have counts for

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Showing 2018 · math.STShow all

3 papers · 2 filters

math.ST2018

Eigenvectors of Deformed Wigner Random Matrices

Farzan Haddadi, Arash Amini

We investigate eigenvectors of rank-one deformations of random matrices in which is…

math.ST2018★ 9 cited

Optimal Bipartite Network Clustering

Zhixin Zhou, Arash A. Amini

We study bipartite community detection in networks, or more generally the network biclustering problem. We present a fast two-stage procedure based on spectral initialization follo…

math.ST2018★ 28 cited

Analysis of spectral clustering algorithms for community detection: the general bipartite setting

Zhixin Zhou, Arash A. Amini

We consider spectral clustering algorithms for community detection under a general bipartite stochastic block model (SBM). A modern spectral clustering algorithm consists of three…