Bias-adjusted spectral clustering in multi-layer stochastic block models

18 March 2020

Papers citing "Bias-adjusted spectral clustering in multi-layer stochastic block models"

25 / 25 papers shown

Title
Community detection by spectral methods in multi-layer networks Huan Qing 90 2 0 19 Mar 2024
Optimality of Spectral Clustering in the Gaussian Mixture Model Matthias Löffler A. Zhang Harrison H. Zhou 52 82 0 01 Nov 2019
Inference for multiple heterogeneous networks with a common invariant subspace Jesús Arroyo A. Athreya Joshua Cape Guodong Chen Carey E. Priebe Joshua T. Vogelstein 54 114 0 24 Jun 2019
Sharp optimal recovery in the two-component Gaussian Mixture Model M. Ndaoud 50 42 0 19 Dec 2018
Heteroskedastic PCA: Algorithm, Optimality, and Applications Anru R. Zhang T. Tony Cai Yihong Wu 101 71 0 19 Oct 2018
Spectral Clustering for Multiple Sparse Networks: I Sharmodeep Bhattacharyya Sabyasachi Chatterjee 42 40 0 27 May 2018
Network Representation Using Graph Root Distributions Jing Lei 75 31 0 27 Feb 2018
Spectral clustering in the dynamic stochastic block model Marianna Pensky Teng Zhang 75 76 0 02 May 2017
Spectral and matrix factorization methods for consistent community detection in multi-layer networks Subhadeep Paul Yuguo Chen 14 87 0 24 Apr 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 66 1,187 0 29 Mar 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 42 168 0 08 Mar 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 44 164 0 14 Dec 2016
The use of deep learning in image segmentation, classification and detection Mihai-Sorin Badea Iulian-Ionut Felea L. Florea C. Vertan 71 41 0 31 May 2016
The Kato--Temple inequality and eigenvalue concentration with applications to graph inference Joshua Cape M. Tang Carey E. Priebe 34 7 0 19 Mar 2016
Minimax Rates of Community Detection in Stochastic Block Models A. Zhang Harrison H. Zhou 218 186 0 19 Jul 2015
Concentration and regularization of random graphs Can M. Le Elizaveta Levina Roman Vershynin 49 153 0 01 Jun 2015
Dynamic stochastic blockmodels for time-evolving social networks Kevin S. Xu Alfred Hero 132 235 0 04 Mar 2014
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 113 603 0 07 Dec 2013
Random perturbation of low rank matrices: Improving classical bounds Sean O’Rourke V. Vu Ke Wang 80 102 0 12 Nov 2013
Partial Distance Correlation with Methods for Dissimilarities G. Székely Maria L. Rizzo 117 308 0 10 Oct 2013
Parsimonious module inference in large networks Tiago P. Peixoto MoE 72 201 0 19 Dec 2012
Clustering with Multi-Layer Graphs: A Spectral Perspective Xiaowen Dong P. Frossard P. Vandergheynst N. Nefedov 75 151 0 11 Jun 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 181 931 0 09 Jul 2010
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 145 980 0 29 Dec 2009
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 282 2,117 0 30 May 2007