Strong Consistency, Graph Laplacians, and the Stochastic Block Model

Strong Consistency, Graph Laplacians, and the Stochastic Block Model

21 April 2020

Thomas Strohmer

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Papers citing "Strong Consistency, Graph Laplacians, and the Stochastic Block Model"

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Title
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 202 0 0 08 Jun 2024
Analysis of spectral clustering algorithms for community detection: the general bipartite setting Zhixin Zhou Arash A. Amini 103 96 0 12 Mar 2018
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong 127 251 0 27 Sep 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 138 1,200 0 29 Mar 2017
On semidefinite relaxations for the block model Arash A. Amini Elizaveta Levina 184 165 0 21 Jun 2014
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 196 607 0 07 Dec 2013
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 282 936 0 09 Jul 2010
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,544 0 01 Nov 2007