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"

49 / 99 papers shown

Title
Consistency of the maximum likelihood and variational estimators in a dynamic stochastic block model L. Longepierre C. Matias 6 5 0 11 Mar 2019
Approximation Properties of Variational Bayes for Vector Autoregressions Reza Hajargasht BDL 16 1 0 02 Mar 2019
Maximum Likelihood Estimation of Sparse Networks with Missing Observations Solenne Gaucher Olga Klopp 43 13 0 27 Feb 2019
Exploiting locality in high-dimensional factorial hidden Markov models Lorenzo Rimella N. Whiteley 16 6 0 05 Feb 2019
Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks Jesús Arroyo D. Sussman Carey E. Priebe V. Lyzinski 17 9 0 26 Dec 2018
Mixing Time of Metropolis-Hastings for Bayesian Community Detection Bumeng Zhuo Chao Gao 37 5 0 06 Nov 2018
Nonparametric identification in the dynamic stochastic block model A. Becker H. Holzmann 11 2 0 02 Nov 2018
Hierarchical community detection by recursive partitioning Tianxi Li Lihua Lei Sharmodeep Bhattacharyya Koen Van den Berge Purnamrita Sarkar Peter J. Bickel Elizaveta Levina 13 78 0 02 Oct 2018
A Survey on Theoretical Advances of Community Detection in Networks Yunpeng Zhao 8 42 0 26 Aug 2018
Pairwise Covariates-adjusted Block Model for Community Detection Sihan Huang Jiajin Sun Yang Feng 17 24 0 10 Jul 2018
Strong consistency of Krichevsky-Trofimov estimator for the number of communities in the Stochastic Block Model Andressa Cerqueira Florencia Leonardi 11 6 0 10 Apr 2018
Optimal Bipartite Network Clustering Zhixin Zhou Arash A. Amini 17 27 0 15 Mar 2018
Vertex nomination: The canonical sampling and the extended spectral nomination schemes J. Yoder Li-Wei Chen H. Pao Eric W. Bridgeford Keith D. Levin D. E. Fishkind Carey Priebe V. Lyzinski 30 18 0 14 Feb 2018
An Instability in Variational Inference for Topic Models Behrooz Ghorbani H. Javadi Andrea Montanari 8 31 0 02 Feb 2018
Convergence Rates of Variational Posterior Distributions Fengshuo Zhang Chao Gao 14 104 0 07 Dec 2017
On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example Yen-Chi Chen Y Samuel Wang E. Erosheva BDL 17 19 0 29 Nov 2017
The Block Point Process Model for Continuous-Time Event-Based Dynamic Networks Ruthwik R. Junuthula Maysam Haghdan Kevin S. Xu Vijay Devabhaktuni 21 30 0 29 Nov 2017
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection A. Zhang Harrison H. Zhou 14 64 0 30 Oct 2017
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 22 247 0 16 Sep 2017
Two provably consistent divide and conquer clustering algorithms for large networks Soumendu Sundar Mukherjee Purnamrita Sarkar Peter J. Bickel 23 12 0 18 Aug 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 25 204 0 09 May 2017
Consistency and Asymptotic Normality of Latent Block Model Estimators V. Brault Christine Keribin M. Mariadassou 8 18 0 21 Apr 2017
Large-scale estimation of random graph models with local dependence Sergii Babkin Jonathan Stewart Xiaochen Long M. Schweinberger 19 2 0 27 Mar 2017
Uniform estimation in stochastic block models is slow I. Castillo Peter Orbanz 14 1 0 09 Mar 2017
Consistent structure estimation of exponential-family random graph models with block structure M. Schweinberger 49 15 0 24 Feb 2017
Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels Vishesh Karwa D. Pati Sonja Petrović Liam Solus N. Alexeev Mateja Raivc Dane Wilburne Robert Williams Bowei Yan 24 9 0 19 Dec 2016
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 13 158 0 14 Dec 2016
Corrected Bayesian information criterion for stochastic block models Jian-bo Hu H. Qin T. Yan Yunpeng Zhao 19 6 0 04 Nov 2016
Community detection with nodal information Haolei Weng Yang Feng 11 30 0 31 Oct 2016
On clustering network-valued data Soumendu Sundar Mukherjee Purnamrita Sarkar Lizhen Lin 19 42 0 08 Jun 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 29 4,705 0 04 Jan 2016
Maximum Likelihood Latent Space Embedding of Logistic Random Dot Product Graphs Luke O'Connor Muriel Médard S. Feizi BDL 28 2 0 03 Oct 2015
Spectral Clustering and Block Models: A Review And A New Algorithm Sharmodeep Bhattacharyya Peter J. Bickel 22 8 0 07 Aug 2015
Minimax Rates of Community Detection in Stochastic Block Models A. Zhang Harrison H. Zhou 32 185 0 19 Jul 2015
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel Subhadeep Paul Yuguo Chen 33 94 0 08 Jun 2015
Optimal Bayesian estimation in stochastic block models D. Pati A. Bhattacharya 30 7 0 26 May 2015
Likelihood-based model selection for stochastic block models Y. X. R. Wang Peter J. Bickel 30 179 0 06 Feb 2015
Community detection in sparse networks via Grothendieck's inequality O. Guédon Roman Vershynin 27 210 0 17 Nov 2014
A Generic Sample Splitting Approach for Refined Community Recovery in Stochastic Block Models Jing Lei Lingxue Zhu 43 18 0 06 Nov 2014
Consistent estimation of dynamic and multi-layer block models Qiuyi Han Kevin S. Xu E. Airoldi 38 9 0 31 Oct 2014
Rate-optimal graphon estimation Chao Gao Yu Lu Harrison H. Zhou 24 216 0 21 Oct 2014
On semidefinite relaxations for the block model Arash A. Amini Elizaveta Levina 41 164 0 21 Jun 2014
Empirical Bayes Estimation for the Stochastic Blockmodel Shakira Suwan Dominic S. Lee Runze Tang D. Sussman M. Tang Carey E. Priebe 40 22 0 23 May 2014
Robust and computationally feasible community detection in the presence of arbitrary outlier nodes T. Tony Cai Xiaodong Li 53 139 0 23 Apr 2014
Community Detection in Networks using Graph Distance Sharmodeep Bhattacharyya Peter J. Bickel GNN 41 33 0 16 Jan 2014
The blessing of transitivity in sparse and stochastic networks Karl Rohe Tai Qin 58 16 0 08 Jul 2013
Testing goodness-of-fit of random graph models V. Csiszár Péter Hussami J. Komlos T. F. Móri L. Rejtõ G. Tusnády 63 6 0 11 Nov 2012
Pseudo-likelihood methods for community detection in large sparse networks Arash A. Amini Aiyou Chen Peter J. Bickel Elizaveta Levina 51 402 0 10 Jul 2012
The Highest Dimensional Stochastic Blockmodel with a Regularized Estimator Karl Rohe Tai Qin Haoyang Fan 66 18 0 11 Jun 2012