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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
TrackVLA++: Unleashing Reasoning and Memory Capabilities in VLA Models for Embodied Visual Tracking Jiahang Liu Yunpeng Qi JIazhao Zhang Minghan Li Shaoan Wang ... H. Zhang Zhibo Chen Fangwei Zhong Zhizheng Zhang He Wang LRM 88 0 0 08 Oct 2025
From Leiden to Pleasure Island: The Constant Potts Model for Community Detection as a Hedonic Game Lucas Lopes Felipe Konstantin Avrachenkov Daniel S. Menasché 24 0 0 04 Sep 2025
Multi-Community Spectral Clustering for Geometric Graphs Luiz Emilio Allem Konstantin Avrachenkov Carlos Hoppen Hariprasad Manjunath Lucas Siviero Sibemberg 40 0 0 27 Jul 2025
Strongly Consistent Community Detection in Popularity Adjusted Block Models Quan Yuan Binghui Liu Danning Li Lingzhou Xue 87 1 0 08 Jun 2025
SubSearch: Robust Estimation and Outlier Detection for Stochastic Block Models via Subgraph SearchInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Leonardo Martins Bianco Christine Keribin Zacharie Naulet 109 0 0 04 Jun 2025
Consistent line clustering using geometric hypergraphs Kalle Alaluusua Konstantin Avrachenkov B. R. Vinay Kumar Lasse Leskelä 61 0 0 30 May 2025
Spectral clustering for dependent community Hawkes process models of temporal networks Lingfei Zhao Hadeel Soliman Kevin S. Xu Subhadeep Paul 95 0 0 28 May 2025
Signal Recovery from Random Dot-Product Graphs Under Local Differential PrivacyInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Siddharth Vishwanath Jonathan Hehir 305 0 0 24 Apr 2025
A statistically consistent measure of semantic uncertainty using Language Models Yi Liu 253 0 0 01 Feb 2025
Why the Metric Backbone Preserves Community StructureNeural Information Processing Systems (NeurIPS), 2024 Maximilien Dreveton Charbel Chucri Matthias Grossglauser Patrick Thiran 160 0 0 31 Dec 2024
Community detection for binary graphical models in high dimension Julien Chevallier G. Ost 192 0 0 23 Nov 2024
Parallel Network Reconstruction with Multi-directional Regularization Zhaoyu Xing Wei Zhong 183 0 0 18 Nov 2024
Community detection with the Bethe-HessianAnnual Conference Computational Learning Theory (COLT), 2024 Ludovic Stephan Yizhe Zhu 197 2 0 05 Nov 2024
Node Regression on Latent Position Random Graphs via Local Averaging Martin Gjorgjevski Nicolas Keriven Simon Barthelmé Yohann De Castro 82 1 0 29 Oct 2024
Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number Chen-Lu Ding Jiancan Wu Wei Lin Shiyang Shen Xiang Wang Yancheng Yuan 255 1 0 29 Jul 2024
Consistent community detection in multi-layer networks with heterogeneous differential privacy Yaoming Zhen Shirong Xu Junhui Wang 97 0 0 20 Jun 2024
Cluster Quilting: Spectral Clustering for Patchwork Learning Lili Zheng Andersen Chang Genevera I. Allen 122 0 0 19 Jun 2024
Limit Results for Estimation of Connectivity Matrix in Multi-layer Stochastic Block Models Wenqing Su Xiao Guo Ying Yang 115 0 0 17 Jun 2024
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block ModelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 Yucheng Liu Xiaodong Li 373 0 0 08 Jun 2024
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification Jiachen Chen Danyang Huang Liyuan Wang Kathryn L. Lunetta Debarghya Mukherjee Huimin Cheng 138 1 0 26 May 2024
Community detection by spectral methods in multi-layer networksApplied Soft Computing (Appl. Soft Comput.), 2024 Huan Qing 322 4 0 19 Mar 2024
Dynamic clustering for heterophilic stochastic block models with time-varying node memberships Kevin Z Lin Jing Lei 126 2 0 08 Mar 2024
On varimax asymptotics in network models and spectral methods for dimensionality reductionBiometrika (Biometrika), 2023 Joshua Cape 156 2 0 08 Mar 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates Guillaume Braun Masashi Sugiyama 130 0 0 29 Feb 2024
Signed Diverse Multiplex Networks: Clustering and Inference Marianna Pensky 249 5 0 14 Feb 2024
Hybrid of node and link communities for graphon estimation Arthur Verdeyme S. Olhede 212 1 0 10 Jan 2024
Statistical Inference on Latent Space Models for Network Data Jinming Li Gongjun Xu Ji Zhu 120 4 0 11 Dec 2023
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning Xiang Zhang Qiao Wang 172 4 0 23 Nov 2023
Optimal recovery by maximum and integrated conditional likelihood in the general Stochastic Block Model Andressa Cerqueira Florencia Leonardi 214 0 0 16 Nov 2023
Computational and Statistical Thresholds in Multi-layer Stochastic Block ModelsAnnals of Statistics (Ann. Stat.), 2023 Jing Lei Anru R. Zhang Zihan Zhu 129 7 0 13 Nov 2023
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems Mihály Novák R. Langone C. Alzate Johan A. K. Suykens 35 0 0 20 Oct 2023
Mixed membership estimation for categorical data with weighted responsesTest (Madrid) (TM), 2023 Huan Qing 220 0 0 17 Oct 2023
Non-backtracking Graph Neural Networks Seonghyun Park Narae Ryu Ga-Rin Kim Dongyeop Woo Se-Young Yun SungSoo Ahn 194 6 0 11 Oct 2023
On the Power of SVD in the Stochastic Block ModelNeural Information Processing Systems (NeurIPS), 2023 Xinyu Mao Jiapeng Zhang 128 1 0 27 Sep 2023
Consistency of Lloyd's Algorithm Under Perturbations Dhruv Patel Hui Shen S. Bhamidi Yufeng Liu V. Pipiras 151 3 0 01 Sep 2023
Inferences on Mixing Probabilities and Ranking in Mixed-Membership Models Sohom Bhattacharya Jianqing Fan Jikai Hou 128 3 0 29 Aug 2023
Learning Networks from Gaussian Graphical Models and Gaussian Free Fields Subhro Ghosh Soumendu Sundar Mukherjee Hoang-Son Tran Ujan Gangopadhyay 97 1 0 04 Aug 2023
Spectral co-Clustering in Multi-layer Directed NetworksComputational Statistics & Data Analysis (CSDA), 2023 W. Su Xiaoxun Guo Xiangyu Chang Ying Yang 204 9 0 20 Jul 2023
Of Spiky SVDs and Music RecommendationACM Conference on Recommender Systems (RecSys), 2023 Darius Afchar Romain Hennequin Vincent Guigue 172 5 0 30 Jun 2023
Privacy-Preserving Community Detection for Locally Distributed Multiple Networks Xiaoxun Guo Xiang Li Xiangyu Chang Shujie Ma 150 7 0 27 Jun 2023
What functions can Graph Neural Networks compute on random graphs? The role of Positional EncodingNeural Information Processing Systems (NeurIPS), 2023 Nicolas Keriven Samuel Vaiter 178 15 0 24 May 2023
A network community detection method with integration of data from multiple layers and node attributesNetwork Science (NS), 2023 H. Reittu Lasse Leskelä Tomi D. Räty 124 2 0 22 May 2023
An Overview of Asymptotic Normality in Stochastic Blockmodels: Cluster Analysis and Inference Joshua Agterberg Joshua Cape 150 2 0 10 May 2023
On Uniform Consistency of Spectral Embeddings Ruofei Zhao Songkai Xue Yuekai Sun 125 0 0 25 Apr 2023
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs Matthieu Cordonnier Nicolas Keriven Nicolas M Tremblay Samuel Vaiter GNN 370 10 0 21 Apr 2023
Strong Consistency Guarantees for Clustering High-Dimensional Bipartite Graphs with the Spectral MethodElectronic Journal of Statistics (EJS), 2023 Guillaume Braun 190 2 0 14 Apr 2023
Graphon Estimation in bipartite graphs with observable edge labels and unobservable node labels Etienne Donier-Meroz A. Dalalyan F. Kramarz Philippe Choné Xavier d'Haultfoeuille 156 3 0 07 Apr 2023
The Graphical Nadaraya-Watson Estimator on Latent Position Models M. Gjorgjevski 74 1 0 30 Mar 2023
A Novel and Optimal Spectral Method for Permutation SynchronizationIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 Duc Nguyen An Zhang 190 2 0 21 Mar 2023
A pseudo-likelihood approach to community detection in weighted networksStatistica sinica (Stat. Sinica), 2023 Andressa Cerqueira Elizaveta Levina 138 3 0 10 Mar 2023