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Analysis of spectral clustering algorithms for community detection: the general bipartite setting

12 March 2018

Papers citing "Analysis of spectral clustering algorithms for community detection: the general bipartite setting"

35 / 35 papers shown

Title
Latent class analysis for multi-layer categorical data Huan Qing 48 0 0 10 Aug 2024
Latent class analysis with weighted responses Huan Qing 65 0 0 17 Oct 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 47 3 0 07 Apr 2023
Fundamental Limits of Spectral Clustering in Stochastic Block Models An Zhang 71 5 0 23 Jan 2023
Bipartite mixed membership distribution-free model. A novel model for community detection in overlapping bipartite weighted networks Huan Qing Jingli Wang 69 9 0 02 Nov 2022
Extreme singular values of inhomogeneous sparse random rectangular matrices Ioana Dumitriu Yizhe Zhu 98 8 0 25 Sep 2022
Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering A. Zhang Harrison H. Zhou 42 15 0 30 May 2022
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method Guillaume Braun Hemant Tyagi 77 5 0 24 May 2022
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach Xiucai Ding Rongkai Ma 95 9 0 28 Feb 2022
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks Yuhang Yao Weizhao Jin Yu Yang Carlee Joe-Wong GNN FedML 131 26 0 28 Jan 2022
A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection Andrea Marinoni Christian Jutten Mark Girolami 219 2 0 07 Dec 2021
Mixed membership distribution-free model Huan Qing Jingli Wang 75 6 0 04 Dec 2021
Spectral learning of multivariate extremes Marco Avella-Medina Richard A. Davis G. Samorodnitsky 66 7 0 15 Nov 2021
Overlapping and nonoverlapping models Huan Qing 44 0 0 02 Nov 2021
A useful criterion on studying consistent estimation in community detection Huan Qing 62 8 0 30 Sep 2021
Community detection for weighted bipartite networks Huan Qing Jingli Wang 101 12 0 21 Sep 2021
Sparse Partial Least Squares for Coarse Noisy Graph Alignment Michael Weylandt George Michailidis T. Roddenberry 32 1 0 06 Apr 2021
A simpler spectral approach for clustering in directed networks Simon Coste Ludovic Stephan 30 4 0 05 Feb 2021
Directed mixed membership stochastic blockmodel Huan Qing Jingli Wang 59 6 0 07 Jan 2021
Adjusted chi-square test for degree-corrected block models Linfan Zhang Arash A. Amini 58 6 0 30 Dec 2020
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit Rungang Han Yuetian Luo Miaoyan Wang Anru R. Zhang 122 39 0 18 Dec 2020
Biclustering and Boolean Matrix Factorization in Data Streams S. Neumann Pauli Miettinen 50 6 0 05 Dec 2020
Recent Developments in Boolean Matrix Factorization Pauli Miettinen S. Neumann 50 38 0 05 Dec 2020
Regularized spectral methods for clustering signed networks Ning Zhang A. Singh Déborah Sulem Hemant Tyagi 71 19 0 03 Nov 2020
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 68 22 0 16 Jul 2020
Randomized spectral co-clustering for large-scale directed networks Xiao Guo Yixuan Qiu Hai Zhang Xiangyu Chang 51 14 0 25 Apr 2020
Strong Consistency, Graph Laplacians, and the Stochastic Block Model Shaofeng Deng Shuyang Ling Thomas Strohmer 42 29 0 21 Apr 2020
Graph matching between bipartite and unipartite networks: to collapse, or not to collapse, that is the question Jesús Arroyo Carey E. Priebe V. Lyzinski 51 2 0 05 Feb 2020
Sparse random tensors: Concentration, regularization and applications Zhixin Zhou Yizhe Zhu 54 12 0 20 Nov 2019
Improved clustering algorithms for the Bipartite Stochastic Block Model M. Ndaoud Suzanne Sigalla Alexandre B. Tsybakov 64 20 0 18 Nov 2019
Optimality of Spectral Clustering in the Gaussian Mixture Model Matthias Löffler A. Zhang Harrison H. Zhou 122 86 0 01 Nov 2019
Concentration of kernel matrices with application to kernel spectral clustering Arash A. Amini Zahra S. Razaee 42 14 0 07 Sep 2019
Non-Asymptotic Chernoff Lower Bound and Its Application to Community Detection in Stochastic Block Model Zhixin Zhou Ping Li 102 7 0 29 Dec 2018
Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing Chao Gao Zongming Ma 370 35 0 14 Nov 2018
Optimal Bipartite Network Clustering Zhixin Zhou Arash A. Amini 55 29 0 15 Mar 2018