Likelihood-based model selection for stochastic block models

6 February 2015

Papers citing "Likelihood-based model selection for stochastic block models"

20 / 20 papers shown

Title
A statistically consistent measure of Semantic Variability using Language Models Yi Liu 73 0 0 01 Feb 2025
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 46 0 0 08 Jun 2024
Consistent model selection for the Degree Corrected Stochastic Blockmodel Andressa Cerqueira S. Gallo Florencia Leonardi C. Vera 14 2 0 07 Feb 2023
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs Clement D Lee Marco Battiston 21 0 0 18 Jan 2023
Distributed Community Detection in Large Networks Shenmin Zhang R. Song Wenbin Lu Ji Zhu 22 3 0 12 Mar 2022
Estimating Graph Dimension with Cross-validated Eigenvalues Fan Chen S. Roch Karl Rohe Shuqi Yu 27 12 0 06 Aug 2021
Spectral clustering via adaptive layer aggregation for multi-layer networks Sihan Huang Haolei Weng Yang Feng 28 21 0 07 Dec 2020
Overlapping community detection in networks via sparse spectral decomposition Jesús Arroyo Elizaveta Levina 17 4 0 20 Sep 2020
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 35 21 0 16 Jul 2020
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 36 5 0 02 Jun 2020
Edgeworth expansions for network moments Yuan Zhang Dong Xia 32 25 0 14 Apr 2020
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model P. Barbillon J. Chiquet Timothée Tabouy 16 2 0 28 Jun 2019
Optimal Adaptivity of Signed-Polygon Statistics for Network Testing Jiashun Jin Z. Ke Shengming Luo 36 43 0 21 Apr 2019
Pairwise Covariates-adjusted Block Model for Community Detection Sihan Huang Jiajin Sun Yang Feng 17 24 0 10 Jul 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 36 142 0 28 Feb 2018
Provable Estimation of the Number of Blocks in Block Models Bowei Yan Purnamrita Sarkar Xiuyuan Cheng 27 32 0 24 May 2017
Bayesian Community Detection S. V. D. Pas A. van der Vaart 21 11 0 15 Aug 2016
Probabilistic community detection with unknown number of communities J. Geng A. Bhattacharya D. Pati 21 73 0 25 Feb 2016
Parsimonious module inference in large networks Tiago P. Peixoto MoE 51 201 0 19 Dec 2012
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 71 220 0 04 Jul 2012