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1610.02703
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Nonparametric Bayesian inference of the microcanonical stochastic block model
9 October 2016
Tiago P. Peixoto
Re-assign community
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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
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