Consistency of Spectral Clustering on Hierarchical Stochastic Block Models

30 April 2020

Papers citing "Consistency of Spectral Clustering on Hierarchical Stochastic Block Models"

10 / 10 papers shown

Title
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 189 0 0 08 Jun 2024
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong 111 251 0 27 Sep 2017
Estimating Mixed Memberships with Sharp Eigenvector Deviations Xueyu Mao Purnamrita Sarkar Deepayan Chakrabarti 85 88 0 01 Sep 2017
A cost function for similarity-based hierarchical clustering S. Dasgupta 54 195 0 16 Oct 2015
Concentration and regularization of random graphs Can M. Le Elizaveta Levina Roman Vershynin 111 153 0 01 Jun 2015
A useful variant of the Davis--Kahan theorem for statisticians Yi Yu Tengyao Wang R. Samworth 95 577 0 04 May 2014
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 185 607 0 07 Dec 2013
Consistency of community detection in networks under degree-corrected stochastic block models Yunpeng Zhao Elizaveta Levina Ji Zhu 210 427 0 18 Oct 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 259 936 0 09 Jul 2010
Hierarchical structure and the prediction of missing links in networks A. Clauset Cristopher Moore Mark E. J. Newman 97 2,076 0 04 Nov 2008