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Nonparametric Bayesian inference of the microcanonical stochastic block model

9 October 2016

Papers citing "Nonparametric Bayesian inference of the microcanonical stochastic block model"

31 / 31 papers shown

Title
Network reconstruction via the minimum description length principle Tiago P. Peixoto 109 7 0 02 May 2024
Normalized mutual information is a biased measure for classification and community detection Max Jerdee Alec Kirkley M. E. Newman 64 10 0 03 Jul 2023
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs Clement D Lee Marco Battiston 78 0 0 18 Jan 2023
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Tiago P. Peixoto Alec Kirkley 79 13 0 17 Oct 2022
Revealing Patient-Reported Experiences in Healthcare from Social Media using the DAPMAV Framework Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 47 1 0 09 Oct 2022
Systematic assessment of the quality of fit of the stochastic block model for empirical networks Felipe Vaca-Ramírez Tiago P. Peixoto 69 8 0 05 Jan 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths Tiago P. Peixoto 122 47 0 30 Nov 2021
Partition and Code: learning how to compress graphs Giorgos Bouritsas Andreas Loukas Nikolaos Karalias M. Bronstein 79 13 0 05 Jul 2021
Multilayer Networks for Text Analysis with Multiple Data Types Charles C. Hyland Yuanming Tao Lamiae Azizi Martin Gerlach Tiago P. Peixoto E. Altmann 47 15 0 30 Jun 2021
Learning physical properties of anomalous random walks using graph neural networks Hippolyte Verdier M. Duval François Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 71 25 0 22 Mar 2021
Disentangling homophily, community structure and triadic closure in networks Tiago P. Peixoto 74 38 0 07 Jan 2021
Statistical inference of assortative community structures Lizhi Zhang Tiago P. Peixoto 55 40 0 25 Jun 2020
Universal Graph Compression: Stochastic Block Models Alankrita Bhatt Ziao Wang Chi Wang Lele Wang 34 6 0 04 Jun 2020
Revealing consensus and dissensus between network partitions Tiago P. Peixoto 86 41 0 28 May 2020
Symptom extraction from the narratives of personal experiences with COVID-19 on Reddit Curtis Murray Lewis Mitchell Simon Jonathan Tuke Mark Mackay 51 22 0 21 May 2020
Merge-split Markov chain Monte Carlo for community detection Tiago P. Peixoto 76 35 0 16 Mar 2020
Latent Poisson models for networks with heterogeneous density Tiago P. Peixoto 70 10 0 18 Feb 2020
Community Detection in Bipartite Networks with Stochastic Blockmodels Tzu-Chi Yen D. Larremore 86 27 0 22 Jan 2020
Student Performance Prediction with Optimum Multilabel Ensemble Model Ephrem Admasu Yekun Abrahaley Teklay 43 8 0 06 Sep 2019
Power up! Robust Graph Convolutional Network via Graph Powering Ming Jin Heng Chang Wenwu Zhu Somayeh Sojoudi AAML GNN 125 27 0 24 May 2019
Planted Hitting Set Recovery in Hypergraphs Ilya Amburg Jon M. Kleinberg Austin R. Benson 47 14 0 14 May 2019
Network reconstruction and community detection from dynamics Tiago P. Peixoto 84 118 0 26 Mar 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 96 203 0 01 Mar 2019
Network Classification Based Structural Analysis of Real Networks and their Model-Generated Counterparts Marcell Nagy Roland Molontay GNN 47 5 0 19 Oct 2018
Reconstructing networks with unknown and heterogeneous errors Tiago P. Peixoto 62 81 0 09 Jun 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 105 142 0 28 Feb 2018
A network approach to topic models Martin Gerlach Tiago P. Peixoto E. Altmann BDL 93 217 0 04 Aug 2017
Nonparametric weighted stochastic block models Tiago P. Peixoto 68 100 0 04 Aug 2017
Bayesian stochastic blockmodeling Tiago P. Peixoto 191 203 0 29 May 2017
Consistencies and inconsistencies between model selection and link prediction in networks Toni Vallès-Català Tiago P. Peixoto Roger Guimerà Marta Sales-Pardo 86 50 0 22 May 2017
Modeling sequences and temporal networks with dynamic community structures Tiago P. Peixoto M. Rosvall 45 124 0 15 Sep 2015