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Hierarchical community detection by recursive partitioning

2 October 2018

Tianxi Li

Lihua Lei

Sharmodeep Bhattacharyya

Elizaveta Levina

Papers citing "Hierarchical community detection by recursive partitioning"

36 / 36 papers shown

Title
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 202 0 0 08 Jun 2024
Optimal Adaptivity of Signed-Polygon Statistics for Network Testing Jiashun Jin Z. Ke Shengming Luo 68 45 0 21 Apr 2019
Testing for Global Network Structure Using Small Subgraph Statistics Chao Gao John D. Lafferty 105 47 0 02 Oct 2017
Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank Emmanuel Abbe Jianqing Fan Kaizheng Wang Yiqiao Zhong 127 251 0 27 Sep 2017
Unperturbed: spectral analysis beyond Davis-Kahan Justin Eldridge M. Belkin Yusu Wang 56 97 0 20 Jun 2017
The two-to-infinity norm and singular subspace geometry with applications to high-dimensional statistics Joshua Cape M. Tang Carey E. Priebe 73 135 0 30 May 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 138 1,200 0 29 Mar 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 61 166 0 14 Dec 2016
Optimal Estimation and Completion of Matrices with Biclustering Structures Chao Gao Yu Lu Zongming Ma Harrison H. Zhou 155 63 0 01 Dec 2015
Concentration and regularization of random graphs Can M. Le Elizaveta Levina Roman Vershynin 129 154 0 01 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,524 0 28 May 2015
Achieving Optimal Misclassification Proportion in Stochastic Block Model Chao Gao Zongming Ma A. Zhang Harrison H. Zhou 332 235 0 14 May 2015
Community Detection and Classification in Hierarchical Stochastic Blockmodels V. Lyzinski M. Tang A. Athreya Youngser Park Carey E. Priebe 63 150 0 07 Mar 2015
Likelihood-based model selection for stochastic block models Y. X. R. Wang Peter J. Bickel 124 184 0 06 Feb 2015
Detecting Overlapping Communities in Networks Using Spectral Methods Yuan Zhang Elizaveta Levina Ji Zhu 102 104 0 10 Dec 2014
On semidefinite relaxations for the block model Arash A. Amini Elizaveta Levina 176 165 0 21 Jun 2014
A useful variant of the Davis--Kahan theorem for statisticians Yi Yu Tengyao Wang R. Samworth 105 579 0 04 May 2014
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 222 141 0 23 Apr 2014
Detecting change points in the large-scale structure of evolving networks Leto Peel A. Clauset 79 239 0 05 Mar 2014
Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices Yudong Chen Jiaming Xu 252 216 0 06 Feb 2014
Network histograms and universality of blockmodel approximation S. Olhede P. Wolfe 119 153 0 18 Dec 2013
Consistency of spectral clustering in stochastic block models Jing Lei Alessandro Rinaldo 196 607 0 07 Dec 2013
Impact of regularization on Spectral Clustering Antony Joseph Bin Yu 155 164 0 05 Dec 2013
Hypothesis Testing for Automated Community Detection in Networks Peter J. Bickel Purnamrita Sarkar 138 205 0 12 Nov 2013
Spectral redemption: clustering sparse networks Florent Krzakala Cristopher Moore Elchanan Mossel Joe Neeman Allan Sly Lenka Zdeborová Pan Zhang 139 623 0 24 Jun 2013
Dynamic stochastic blockmodels: Statistical models for time-evolving networks Kevin S. Xu Alfred Hero 87 91 0 22 Apr 2013
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 449 529 0 06 Dec 2012
Pseudo-likelihood methods for community detection in large sparse networks Arash A. Amini Aiyou Chen Peter J. Bickel Elizaveta Levina 230 408 0 10 Jul 2012
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 223 221 0 04 Jul 2012
The method of moments and degree distributions for network models Peter J. Bickel Aiyou Chen Elizaveta Levina 152 243 0 23 Feb 2012
Consistency of community detection in networks under degree-corrected stochastic block models Yunpeng Zhao Elizaveta Levina Ji Zhu 241 427 0 18 Oct 2011
Consistency of maximum-likelihood and variational estimators in the Stochastic Block Model Alain Celisse J. Daudin L. Pierre 115 198 0 17 May 2011
Spectral clustering and the high-dimensional stochastic blockmodel Karl Rohe S. Chatterjee Bin Yu 271 936 0 09 Jul 2010
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 237 982 0 29 Dec 2009
Hierarchical structure and the prediction of missing links in networks A. Clauset Cristopher Moore Mark E. J. Newman 105 2,076 0 04 Nov 2008
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 511 2,122 0 30 May 2007