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Consistency of spectral clustering in stochastic block models

7 December 2013

Papers citing "Consistency of spectral clustering in stochastic block models"

50 / 313 papers shown

Title
Fitting Low-rank Models on Egocentrically Sampled Partial NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 G. Chan Tianxi Li EgoV 132 1 0 09 Mar 2023
Efficient and Accurate Learning of Mixtures of Plackett-Luce ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Duc Nguyen A. Zhang 149 7 0 10 Feb 2023
Consistent model selection for the Degree Corrected Stochastic BlockmodelLatin American Journal of Probability and Mathematical Statistics (ALEA), 2023 Andressa Cerqueira S. Gallo Florencia Leonardi C. Vera 134 2 0 07 Feb 2023
Fundamental Limits of Spectral Clustering in Stochastic Block ModelsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 An Zhang 225 7 0 23 Jan 2023
Bipartite mixed membership distribution-free model. A novel model for community detection in overlapping bipartite weighted networksExpert systems with applications (ESWA), 2022 Huan Qing Jingli Wang 219 11 0 02 Nov 2022
SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals Jianqing Fan Yingying Fan Jinchi Lv Fan Yang 215 4 0 31 Oct 2022
Scalable Spectral Clustering with Group Fairness ConstraintsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Ji Wang Ding Lu Ian Davidson Z. Bai 237 29 0 28 Oct 2022
Factorized Fusion Shrinkage for Dynamic Relational Data Penghui Zhao A. Bhattacharya D. Pati Bani Mallick 274 0 0 30 Sep 2022
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model Tianxi Cai Dong Xia Luwan Zhang D. Zhou 152 1 0 28 Sep 2022
From Local to Global: Spectral-Inspired Graph Neural Networks Ningyuan Huang Soledad Villar Carey E. Priebe Da Zheng Cheng-Fu Huang Lin F. Yang Vladimir Braverman 208 16 0 24 Sep 2022
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix Julia Gaudio Nirmit Joshi 189 5 0 23 Aug 2022
Lost in the Shuffle: Testing Power in the Presence of Errorful Network Vertex LabelsComputational Statistics & Data Analysis (CSDA), 2022 Ayushi R. Saxena V. Lyzinski 314 1 0 18 Aug 2022
Concentration inequalities for correlated network-valued processes with applications to community estimation and changepoint analysis Sayak Chatterjee Sabyasachi Chatterjee Soumendu Sundar Mukherjee Anirban Nath Sharmodeep Bhattacharyya 157 1 0 02 Aug 2022
Signed Network Embedding with Application to Simultaneous Detection of Communities and Anomalies H. Zhang Junhui Wang 158 1 0 08 Jul 2022
Statistical inference of random graphs with a surrogate likelihood function Dingbo Wu Fangzheng Xie 167 2 0 04 Jul 2022
Community Recovery in the Geometric Block ModelJournal of machine learning research (JMLR), 2022 Sainyam Galhotra A. Mazumdar S. Pal B. Saha 118 8 0 22 Jun 2022
Variational Estimators of the Degree-corrected Latent Block Model for Bipartite NetworksJournal of machine learning research (JMLR), 2022 Yunpeng Zhao Ning Hao Ji Zhu 153 4 0 16 Jun 2022
Sparse Subspace Clustering in Diverse Multiplex Network ModelJournal of Multivariate Analysis (J. Multivar. Anal.), 2022 M. Noroozi Marianna Pensky 164 11 0 15 Jun 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace ClusteringInternational Conference on Machine Learning (ICML), 2022 Peng Wang Huikang Liu Anthony Man-Cho So Laura Balzano 198 12 0 11 Jun 2022
Leave-one-out Singular Subspace Perturbation Analysis for Spectral ClusteringAnnals of Statistics (Ann. Stat.), 2022 A. Zhang Harrison H. Zhou 110 18 0 30 May 2022
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power MethodInformation and Inference A Journal of the IMA (JIII), 2022 Guillaume Braun Hemant Tyagi 183 6 0 24 May 2022
Perfect Spectral Clustering with Discrete CovariatesStatistica sinica (SS), 2022 J. Hehir Xiaoyue Niu Aleksandra B. Slavkovic 122 0 0 17 May 2022
Mode Reduction for Markov Jump Systems Zhe Du Laura Balzano N. Ozay 123 0 0 05 May 2022
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time NetworksInternational Conference on Machine Learning (ICML), 2022 Hadeel Soliman Lingfei Zhao Zhipeng Huang Subhadeep Paul Kevin S. Xu 139 9 0 02 May 2022
Nonbacktracking spectral clustering of nonuniform hypergraphsSIAM Journal on Mathematics of Data Science (SIMODS), 2022 Philip S. Chodrow Nicole Eikmeier Jamie Haddock 175 22 0 27 Apr 2022
Optimal Network Membership Estimation Under Severe Degree HeterogeneityJournal of the American Statistical Association (JASA), 2022 Z. Ke Jingming Wang 95 10 0 26 Apr 2022
Information-theoretic Limits for Testing Community Structures in Weighted Networks Mingao Yuan Zuofeng Shang 81 1 0 19 Apr 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Kendrick Shen Robbie Jones Ananya Kumar Sang Michael Xie Jeff Z. HaoChen Tengyu Ma Abigail Z. Jacobs SSL 169 93 0 01 Apr 2022
Identifying Peer Influence in Therapeutic Communities Adjusting for Latent HomophilyAnnals of Applied Statistics (AOAS), 2022 Shanjukta Nath K. Warren Subhadeep Paul 260 2 0 27 Mar 2022
Sparse random hypergraphs: Non-backtracking spectra and community detectionIEEE Annual Symposium on Foundations of Computer Science (FOCS), 2022 Ludovic Stephan Yizhe Zhu 188 27 0 14 Mar 2022
Distributed Community Detection in Large Networks Shenmin Zhang R. Song Wenbin Lu Ji Zhu 103 5 0 12 Mar 2022
False membership rate control in mixture models Ariane Marandon Tabea Rebafka Étienne Roquain Nataliya Sokolovska 223 0 0 04 Mar 2022
On consistency of constrained spectral clustering under representation-aware stochastic block model Shubham Gupta Ambedkar Dukkipati 202 1 0 03 Mar 2022
Exact Community Recovery over Signed GraphsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Xiaolu Wang Peng Wang Anthony Man-Cho So 152 6 0 22 Feb 2022
Differentially Private Community Detection for Stochastic Block ModelsInternational Conference on Machine Learning (ICML), 2022 Mohamed Seif Dung Nguyen A. Vullikanti Ravi Tandon 155 22 0 31 Jan 2022
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional NetworksNeural Information Processing Systems (NeurIPS), 2022 Yuhang Yao Weizhao Jin Yu Yang Carlee Joe-Wong GNN FedML 202 38 0 28 Jan 2022
Entropic Optimal Transport in Random Graphs Nicolas Keriven OT 129 5 0 11 Jan 2022
$Asymptotics of $\ell_2$ Regularized Network Embeddings$ Asymptotics of $\ell_2$ Regularized Network Embeddings A. Davison 213 0 0 05 Jan 2022
Matrix Completion with Hierarchical Graph Side InformationNeural Information Processing Systems (NeurIPS), 2022 Adel M. Elmahdy Junhyung Ahn Changho Suh S. Mohajer 170 15 0 02 Jan 2022
Partial recovery and weak consistency in the non-uniform hypergraph Stochastic Block ModelCombinatorics, probability & computing (CPC), 2021 Ioana Dumitriu Haixiao Wang Yizhe Zhu 152 12 0 22 Dec 2021
Mixed membership distribution-free modelKnowledge and Information Systems (KAIS), 2021 Huan Qing Jingli Wang 228 6 0 04 Dec 2021
Spectral learning of multivariate extremesJournal of machine learning research (JMLR), 2021 Marco Avella-Medina Richard A. Davis G. Samorodnitsky 115 7 0 15 Nov 2021
Community detection in censored hypergraphStatistica sinica (SS), 2021 Mingao Yuan Bin Zhao Xiaofeng Zhao 141 2 0 04 Nov 2021
Community detection using low-dimensional network embedding algorithms Aman Barot S. Bhamidi Souvik Dhara 131 8 0 04 Nov 2021
Overlapping and nonoverlapping models Huan Qing 141 0 0 02 Nov 2021
Residual2Vec: Debiasing graph embedding with random graphs Sadamori Kojaku Jisung Yoon I. Constantino Yong-Yeol Ahn CML 133 24 0 14 Oct 2021
On the Stability of Low Pass Graph Filter With a Large Number of Edge Rewires Hoang-Son Nguyen Yiran He Hoi-To Wai 133 9 0 14 Oct 2021
A useful criterion on studying consistent estimation in community detection Huan Qing 169 9 0 30 Sep 2021
Optimal Orthogonal Group Synchronization and Rotation Group Synchronization Chao Gao A. Zhang 220 12 0 28 Sep 2021
Community detection for weighted bipartite networks Huan Qing Jingli Wang 287 16 0 21 Sep 2021