Community Detection in Degree-Corrected Block Models

24 July 2016

Papers citing "Community Detection in Degree-Corrected Block Models"

24 / 24 papers shown

Title
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 46 0 0 08 Jun 2024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates Guillaume Braun Masashi Sugiyama 35 0 0 29 Feb 2024
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models Maximilien Dreveton Alperen Gozeten Matthias Grossglauser Patrick Thiran 24 0 0 23 Feb 2024
Adversarially robust clustering with optimality guarantees Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 31 2 0 16 Jun 2023
rMultiNet: An R Package For Multilayer Networks Analysis Ting Li Zhongyuan Lyu Chenyu Ren Dong Xia 34 1 0 09 Feb 2023
Fundamental Limits of Spectral Clustering in Stochastic Block Models An Zhang 44 4 0 23 Jan 2023
Adaptive Weights Community Detection Franz Besold V. Spokoiny 26 0 0 25 Aug 2022
Optimal Clustering by Lloyd Algorithm for Low-Rank Mixture Model Zhongyuan Lyu Dong Xia 29 3 0 11 Jul 2022
Minimax Optimal Clustering of Bipartite Graphs with a Generalized Power Method Guillaume Braun Hemant Tyagi 25 5 0 24 May 2022
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models Jiaxin Hu Miaoyan Wang 23 4 0 19 Jan 2022
Community detection in censored hypergraph Mingao Yuan Bin Zhao Xiaofeng Zhao 30 2 0 04 Nov 2021
Community detection for weighted bipartite networks Huan Qing Jingli Wang 47 11 0 21 Sep 2021
Block Dense Weighted Networks with Augmented Degree Correction Benjamin Leinwand V. Pipiras 13 2 0 26 May 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons Krishnakumar Balasubramanian 22 12 0 18 May 2021
Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel Francesco Sanna Passino N. Heard Patrick Rubin-Delanchy 21 14 0 09 Nov 2020
Fast Network Community Detection with Profile-Pseudo Likelihood Methods Jiangzhou Wang Jingfei Zhang Binghui Liu Ji Zhu Jianhua Guo 29 25 0 01 Nov 2020
Network Representation Using Graph Root Distributions Jing Lei 51 31 0 27 Feb 2018
Revisiting Spectral Graph Clustering with Generative Community Models Pin-Yu Chen Lingfei Wu 11 12 0 14 Sep 2017
Optimal Rates for Community Estimation in the Weighted Stochastic Block Model Min Xu Varun Jog Po-Ling Loh 25 56 0 05 Jun 2017
Exponential error rates of SDP for block models: Beyond Grothendieck's inequality Yingjie Fei Yudong Chen 22 35 0 23 May 2017
Exact recovery in the Ising blockmodel Quentin Berthet Philippe Rigollet P. Srivastava TPM 25 44 0 12 Dec 2016
Statistical and Computational Guarantees of Lloyd's Algorithm and its Variants Yu Lu Harrison H. Zhou 30 108 0 07 Dec 2016
Bayesian Community Detection S. V. D. Pas A. van der Vaart 21 11 0 15 Aug 2016
Detecting Overlapping Communities in Networks Using Spectral Methods Yuan Zhang Elizaveta Levina Ji Zhu 46 103 0 10 Dec 2014