Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels

4 July 2012

Papers citing "Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels"

21 / 21 papers shown

Title
Limit Results for Estimation of Connectivity Matrix in Multi-layer Stochastic Block Models Wenqing Su Xiao Guo Ying Yang 45 0 0 17 Jun 2024
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models Yucheng Liu Xiaodong Li 46 0 0 08 Jun 2024
Semiparametric Modeling and Analysis for Longitudinal Network Data Yinqiu He Jiajin Sun Yuang Tian Z. Ying Yang Feng 37 1 0 23 Aug 2023
Efficient preconditioned stochastic gradient descent for estimation in latent variable models C. Baey Maud Delattre E. Kuhn Jean-Benoist Léger Sarah Lemler 14 4 0 22 Jun 2023
Spectral clustering via adaptive layer aggregation for multi-layer networks Sihan Huang Haolei Weng Yang Feng 20 21 0 07 Dec 2020
Fast Network Community Detection with Profile-Pseudo Likelihood Methods Jiangzhou Wang Jingfei Zhang Binghui Liu Ji Zhu Jianhua Guo 24 25 0 01 Nov 2020
Extended Stochastic Block Models with Application to Criminal Networks Sirio Legramanti T. Rigon Daniele Durante David B. Dunson 30 21 0 16 Jul 2020
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 31 5 0 02 Jun 2020
missSBM: An R Package for Handling Missing Values in the Stochastic Block Model P. Barbillon J. Chiquet Timothée Tabouy 13 2 0 28 Jun 2019
Pairwise Covariates-adjusted Block Model for Community Detection Sihan Huang Jiajin Sun Yang Feng 17 24 0 10 Jul 2018
Statistical inference on random dot product graphs: a survey A. Athreya D. E. Fishkind Keith D. Levin V. Lyzinski Youngser Park Yichen Qin D. Sussman M. Tang Joshua T. Vogelstein Carey E. Priebe 20 247 0 16 Sep 2017
Two provably consistent divide and conquer clustering algorithms for large networks Soumendu Sundar Mukherjee Purnamrita Sarkar Peter J. Bickel 15 12 0 18 Aug 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 20 204 0 09 May 2017
Consistent structure estimation of exponential-family random graph models with block structure M. Schweinberger 41 15 0 24 Feb 2017
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 14 4,705 0 04 Jan 2016
Minimax Rates of Community Detection in Stochastic Block Models A. Zhang Harrison H. Zhou 27 185 0 19 Jul 2015
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel Subhadeep Paul Yuguo Chen 25 94 0 08 Jun 2015
Optimal Bayesian estimation in stochastic block models D. Pati A. Bhattacharya 30 7 0 26 May 2015
Empirical Bayes Estimation for the Stochastic Blockmodel Shakira Suwan Dominic S. Lee Runze Tang D. Sussman M. Tang Carey E. Priebe 35 22 0 23 May 2014
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 48 139 0 23 Apr 2014
The Highest Dimensional Stochastic Blockmodel with a Regularized Estimator Karl Rohe Tai Qin Haoyang Fan 59 18 0 11 Jun 2012