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Community Detection and Stochastic Block Models

29 March 2017

Papers citing "Community Detection and Stochastic Block Models"

50 / 538 papers shown

Title
Consensus on Dynamic Stochastic Block Models: Fast Convergence and Phase Transitions Hao Wang Jiaheng Wei Zhenyuan Zhang 68 1 0 08 Sep 2022
Consistency between ordering and clustering methods for graphs T. Kawamoto Masaki Ochi Teruyoshi Kobayashi 46 3 0 27 Aug 2022
Adaptive Weights Community Detection Franz Besold V. Spokoiny 56 0 0 25 Aug 2022
Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix Julia Gaudio Nirmit Joshi 56 4 0 23 Aug 2022
Higher-order accurate two-sample network inference and network hashing Meijia Shao Dong Xia Yuan Zhang Qiong Wu Shuo Chen 51 6 0 16 Aug 2022
Minimax Rates for Robust Community Detection Allen Liu Ankur Moitra 64 14 0 25 Jul 2022
Unrolled algorithms for group synchronization N. Janco Tamir Bendory 41 3 0 19 Jul 2022
Smooth Anonymity for Sparse Graphs Alessandro Epasto Hossein Esfandiari Vahab Mirrokni Andrés Munoz Medina 13 0 0 13 Jul 2022
Optimal Clustering with Noisy Queries via Multi-Armed Bandit Jinghui Xia Zengfeng Huang 106 8 0 12 Jul 2022
Probability density estimation for sets of large graphs with respect to spectral information using stochastic block models Daniel Ferguson Franccois G. Meyer 20 0 0 05 Jul 2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems Hyunwoong Chang Changwoo J. Lee Z. Luo H. Sang Quan Zhou 54 11 0 01 Jul 2022
Detecting Correlated Gaussian Databases Zeynep K B. Nazer FedML 57 13 0 23 Jun 2022
Low-Rank Mirror-Prox for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 78 0 0 23 Jun 2022
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version) Nafiseh Ghoroghchian A. Rajasekhar Gautam Dasarathy S. Draper 20 0 0 21 Jun 2022
Phase Transition in the Generalized Stochastic Block Model Sun Min Lee J. Lee 36 2 0 20 Jun 2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa Koki Noda Yuya Sasaki Makoto Onizuka 91 21 0 18 Jun 2022
Multi-Frequency Joint Community Detection and Phase Synchronization Lingda Wang Zhizhen Zhao 61 3 0 16 Jun 2022
Variational Estimators of the Degree-corrected Latent Block Model for Bipartite Networks Yunpeng Zhao Ning Hao Ji Zhu 43 2 0 16 Jun 2022
Sparse Subspace Clustering in Diverse Multiplex Network Model M. Noroozi Marianna Pensky 65 9 0 15 Jun 2022
DiffWire: Inductive Graph Rewiring via the Lovász Bound Adrián Arnaiz-Rodríguez Ahmed Begga Francisco Escolano Nuria Oliver 91 67 0 15 Jun 2022
Clustering with Queries under Semi-Random Noise Alberto Del Pia Mingchen Ma Christos Tzamos 64 14 0 09 Jun 2022
Empowering GNNs via Edge-Aware Weisfeiler-Leman Algorithm Meng Liu Haiyang Yu Shuiwang Ji 56 1 0 04 Jun 2022
Automatic Relation-aware Graph Network Proliferation Shaofei Cai Liang Li Xinzhe Han Jiebo Luo Zhengjun Zha Qingming Huang GNN 62 8 0 31 May 2022
Generalised Implicit Neural Representations Daniele Grattarola P. Vandergheynst 59 31 0 31 May 2022
Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold Jun Sheng Thomas Strohmer 55 0 0 24 May 2022
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? Jean Barbier Tianqi Hou Marco Mondelli Manuel Sáenz 99 15 0 20 May 2022
Recurrent segmentation meets block models in temporal networks Chamalee Wickrama Arachchi Nikolaj Tatti 25 0 0 19 May 2022
Community detection in multiplex networks based on orthogonal nonnegative matrix tri-factorization Meiby Ortiz-Bouza Selin Aviyente 49 14 0 02 May 2022
Singular value distribution of dense random matrices with block Markovian dependence J. Sanders Alexander Van Werde 103 4 0 28 Apr 2022
Nonbacktracking spectral clustering of nonuniform hypergraphs Philip S. Chodrow Nicole Eikmeier Jamie Haddock 72 21 0 27 Apr 2022
Effects of Graph Convolutions in Multi-layer Networks Aseem Baranwal Kimon Fountoulakis Aukosh Jagannath 96 26 0 20 Apr 2022
Information-theoretic Limits for Testing Community Structures in Weighted Networks Mingao Yuan Zuofeng Shang 18 1 0 19 Apr 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation Kendrick Shen Robbie Jones Ananya Kumar Sang Michael Xie Jeff Z. HaoChen Tengyu Ma Percy Liang SSL 119 89 0 01 Apr 2022
Exact Community Recovery in Correlated Stochastic Block Models Julia Gaudio Miklós Z. Rácz Anirudh Sridhar 75 10 0 29 Mar 2022
Random Geometric Graph: Some recent developments and perspectives Quentin Duchemin Yohann De Castro 57 17 0 29 Mar 2022
Sparse random hypergraphs: Non-backtracking spectra and community detection Ludovic Stephan Yizhe Zhu 62 21 0 14 Mar 2022
Distributed Community Detection in Large Networks Shenmin Zhang R. Song Wenbin Lu Ji Zhu 47 4 0 12 Mar 2022
False membership rate control in mixture models Ariane Marandon Tabea Rebafka Étienne Roquain Nataliya Sokolovska 53 0 0 04 Mar 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Minji Yoon John Palowitch Dustin Zelle Ziniu Hu Ruslan Salakhutdinov Bryan Perozzi 72 14 0 03 Mar 2022
On consistency of constrained spectral clustering under representation-aware stochastic block model Shubham Gupta Ambedkar Dukkipati 80 1 0 03 Mar 2022
GraphWorld: Fake Graphs Bring Real Insights for GNNs John Palowitch Anton Tsitsulin Brandon Mayer Bryan Perozzi GNN 274 69 0 28 Feb 2022
Graph Attention Retrospective Kimon Fountoulakis Amit Levi Shenghao Yang Aseem Baranwal Aukosh Jagannath GNN 113 36 0 26 Feb 2022
Exact Community Recovery over Signed Graphs Xiaolu Wang Peng Wang Anthony Man-Cho So 65 5 0 22 Feb 2022
Recovering Unbalanced Communities in the Stochastic Block Model With Application to Clustering with a Faulty Oracle Chandra Sekhar Mukherjee Pan Peng Jiapeng Zhang 43 7 0 17 Feb 2022
Optimal Clustering with Bandit Feedback Junwen Yang Zixin Zhong Vincent Y. F. Tan 53 12 0 09 Feb 2022
Boosting Graph Neural Networks by Injecting Pooling in Message Passing Hyeokjin Kwon Jong-Min Lee 38 0 0 08 Feb 2022
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems Dan Garber Atara Kaplan 79 5 0 08 Feb 2022
Structure-Aware Transformer for Graph Representation Learning Dexiong Chen Leslie O’Bray Karsten Borgwardt 121 256 0 07 Feb 2022
A Compressed Sensing Based Least Squares Approach to Semi-supervised Local Cluster Extraction Ming-Jun Lai Zhaiming Shen 25 6 0 07 Feb 2022
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 119 53 0 02 Feb 2022