Bayesian stochastic blockmodeling

29 May 2017

Papers citing "Bayesian stochastic blockmodeling"

34 / 34 papers shown

Title
Learning when to rank: Estimation of partial rankings from sparse, noisy comparisons Sebastian Morel-Balbi Alec Kirkley CML 82 0 0 05 Jan 2025
Network reconstruction via the minimum description length principle Tiago P. Peixoto 59 6 0 02 May 2024
Nonparametric weighted stochastic block models Tiago P. Peixoto 38 99 0 04 Aug 2017
Consistencies and inconsistencies between model selection and link prediction in networks Toni Vallès-Català Tiago P. Peixoto Roger Guimerà Marta Sales-Pardo 45 50 0 22 May 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 136 1,193 0 29 Mar 2017
Nonparametric Bayesian inference of the microcanonical stochastic block model Tiago P. Peixoto 39 166 0 09 Oct 2016
The ground truth about metadata and community detection in networks Leto Peel D. Larremore A. Clauset 51 445 0 20 Aug 2016
Bayesian Model Selection of Stochastic Block Models Xiaoran Yan 41 35 0 23 May 2016
Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks Marco Corneli Pierre Latouche F. Rossi 124 25 0 09 May 2016
Accurate and scalable social recommendation using mixed-membership stochastic block models Antonia Godoy-Lorite Roger Guimerà Cristopher Moore Marta Sales-Pardo 30 47 0 05 Apr 2016
Network structure, metadata and the prediction of missing nodes and annotations Darko Hric Tiago P. Peixoto S. Fortunato 43 90 0 01 Apr 2016
Statistical physics of inference: Thresholds and algorithms Lenka Zdeborová Florent Krzakala AI4CE 59 425 0 08 Nov 2015
Modeling sequences and temporal networks with dynamic community structures Tiago P. Peixoto M. Rosvall 24 123 0 15 Sep 2015
Structure and inference in annotated networks Mark E. J. Newman A. Clauset 76 350 0 14 Jul 2015
Clustering Network Layers With the Strata Multilayer Stochastic Block Model Natalie Stanley S. Shai D. Taylor P. Mucha 41 135 0 07 Jul 2015
Detectability thresholds and optimal algorithms for community structure in dynamic networks Amir Ghasemian Pan Zhang A. Clauset Cristopher Moore Leto Peel 141 118 0 19 Jun 2015
Community detection in multi-relational data with restricted multi-layer stochastic blockmodel Subhadeep Paul Yuguo Chen 76 95 0 08 Jun 2015
Likelihood-based model selection for stochastic block models Y. X. R. Wang Peter J. Bickel 105 183 0 06 Feb 2015
Learning Latent Block Structure in Weighted Networks Christopher Aicher Abigail Z. Jacobs A. Clauset 83 309 0 02 Apr 2014
Detecting change points in the large-scale structure of evolving networks Leto Peel A. Clauset 52 239 0 05 Mar 2014
Dynamic stochastic blockmodels for time-evolving social networks Kevin S. Xu Alfred Hero 137 236 0 04 Mar 2014
Active Discovery of Network Roles for Predicting the Classes of Network Nodes Leto Peel 36 12 0 27 Dec 2013
Non-parametric Bayesian modeling of complex networks Mikkel N. Schmidt Morten Mørup 75 84 0 20 Dec 2013
Network histograms and universality of blockmodel approximation S. Olhede P. Wolfe 110 152 0 18 Dec 2013
Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models Tiago P. Peixoto TPM 76 204 0 16 Oct 2013
Hierarchical Block Structures and High-resolution Model Selection in Large Networks Tiago P. Peixoto 109 375 0 16 Oct 2013
Parsimonious module inference in large networks Tiago P. Peixoto MoE 92 201 0 19 Dec 2012
Predicting human preferences using the block structure of complex social networks Roger Guimerà A. Llorente Esteban Moro Egido Marta Sales-Pardo 96 46 0 03 Oct 2012
Model Selection for Degree-corrected Block Models Xiaoran Yan C. Shalizi Jacob E. Jensen Florent Krzakala Cristopher Moore Lenka Zdeborova Pan Zhang Yaojia Zhu 79 119 0 17 Jul 2012
Phase transition in the detection of modules in sparse networks A. Decelle Florent Krzakala Cristopher Moore Lenka Zdeborová 94 151 0 06 Feb 2011
Infinite Multiple Membership Relational Modeling for Complex Networks Morten Mørup Mikkel N. Schmidt Lars Kai Hansen 76 62 0 26 Jan 2011
Hierarchical structure and the prediction of missing links in networks A. Clauset Cristopher Moore Mark E. J. Newman 94 2,076 0 04 Nov 2008
A Bayesian Approach to Network Modularity Jake M. Hofman C. Wiggins 162 310 0 21 Sep 2007
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 507 2,122 0 30 May 2007