Impact of regularization on Spectral Clustering

5 December 2013

Papers citing "Impact of regularization on Spectral Clustering"

26 / 26 papers shown

Title
Learning Laplacian Positional Encodings for Heterophilous Graphs Michael Ito Jiong Zhu Dexiong Chen Danai Koutra Jenna Wiens 202 1 0 29 Apr 2025
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 49 0 0 08 Jun 2024
Community detection by spectral methods in multi-layer networks Huan Qing 40 2 0 19 Mar 2024
Fundamental Limits of Spectral Clustering in Stochastic Block Models An Zhang 44 4 0 23 Jan 2023
Community detection for weighted bipartite networks Huan Qing Jingli Wang 47 11 0 21 Sep 2021
Directed degree corrected mixed membership model and estimating community memberships in directed networks Huan Qing 25 3 0 16 Sep 2021
Estimating Graph Dimension with Cross-validated Eigenvalues Fan Chen S. Roch Karl Rohe Shuqi Yu 29 12 0 06 Aug 2021
Modularity maximisation for graphons F. Klimm N. Jones Michael T. Schaub 26 1 0 02 Jan 2021
Spectral clustering via adaptive layer aggregation for multi-layer networks Sihan Huang Haolei Weng Yang Feng 28 21 0 07 Dec 2020
Fast Network Community Detection with Profile-Pseudo Likelihood Methods Jiangzhou Wang Jingfei Zhang Binghui Liu Ji Zhu Jianhua Guo 32 25 0 01 Nov 2020
Motif-Based Spectral Clustering of Weighted Directed Networks W. Underwood Andrew Elliott Mihai Cucuringu 23 12 0 02 Apr 2020
Spectral embedding of regularized block models Nathan de Lara Thomas Bonald 14 3 0 23 Dec 2019
Power up! Robust Graph Convolutional Network via Graph Powering Ming Jin Heng Chang Wenwu Zhu Somayeh Sojoudi AAML GNN 19 27 0 24 May 2019
Spectral Clustering of Signed Graphs via Matrix Power Means Pedro Mercado Francesco Tudisco Matthias Hein 19 33 0 15 May 2019
An MBO scheme for clustering and semi-supervised clustering of signed networks Mihai Cucuringu A. Pizzoferrato Y. Gennip 24 16 0 10 Jan 2019
Pairwise Covariates-adjusted Block Model for Community Detection Sihan Huang Jiajin Sun Yang Feng 17 24 0 10 Jul 2018
Understanding Regularized Spectral Clustering via Graph Conductance Yilin Zhang Karl Rohe 18 80 0 05 Jun 2018
Analysis of spectral clustering algorithms for community detection: the general bipartite setting Zhixin Zhou Arash A. Amini 13 95 0 12 Mar 2018
Revisiting Spectral Graph Clustering with Generative Community Models Pin-Yu Chen Lingfei Wu 17 12 0 14 Sep 2017
Spectral clustering in the dynamic stochastic block model Marianna Pensky Teng Zhang 35 75 0 02 May 2017
Community Detection in Degree-Corrected Block Models Chao Gao Zongming Ma A. Zhang Harrison H. Zhou 22 136 0 24 Jul 2016
Laplacian Eigenmaps from Sparse, Noisy Similarity Measurements Keith D. Levin V. Lyzinski 21 14 0 12 Mar 2016
Sparse random graphs: regularization and concentration of the Laplacian Can M. Le Elizaveta Levina Roman Vershynin 39 56 0 10 Feb 2015
Detecting Overlapping Communities in Networks Using Spectral Methods Yuan Zhang Elizaveta Levina Ji Zhu 46 103 0 10 Dec 2014
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 58 139 0 23 Apr 2014
Co-clustering for directed graphs: the Stochastic co-Blockmodel and spectral algorithm Di-Sim Karl Rohe Tai Qin Bin Yu 53 36 0 10 Apr 2012