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1602.08062
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Probabilistic community detection with unknown number of communities
25 February 2016
J. Geng
A. Bhattacharya
D. Pati
Re-assign community
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Papers citing
"Probabilistic community detection with unknown number of communities"
19 / 19 papers shown
Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
Giordano Paoletti
L. Gioacchini
Marco Mellia
L. Vassio
Jussara M. Almeida
190
5
0
21 Dec 2023
A generalized Bayesian stochastic block model for microbiome community detection
Statistics in Medicine (Stat Med), 2023
Kevin C. Lutz
Michael L. Neugent
Tejasv Bedi
N. D. Nisco
Qiwei Li
204
4
0
28 Aug 2023
Modeling Random Networks with Heterogeneous Reciprocity
Journal of machine learning research (JMLR), 2023
Daniel Cirkovic
Tiandong Wang
147
6
0
19 Aug 2023
Bayesian nonparametric modeling of latent partitions via Stirling-gamma priors
Bayesian Analysis (Bayes. Anal.), 2023
Alessandro Zito
T. Rigon
David B. Dunson
200
4
0
04 Jun 2023
A Bayesian Nonparametric Stochastic Block Model for Directed Acyclic Graphs
Journal of Computational And Graphical Statistics (JCGS), 2023
Clement D Lee
Marco Battiston
230
1
0
18 Jan 2023
Bayesian nonparametric mixture inconsistency for the number of components: How worried should we be in practice?
Yannis Chaumeny
Johan Van der Molen Moris
A. Davison
Paul D. W. Kirk
287
3
0
29 Jul 2022
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
Neural Information Processing Systems (NeurIPS), 2022
Hyunwoong Chang
Changwoo J. Lee
Z. Luo
H. Sang
Quan Zhou
319
11
0
01 Jul 2022
Why the Rich Get Richer? On the Balancedness of Random Partition Models
International Conference on Machine Learning (ICML), 2022
Changwoo J. Lee
H. Sang
444
8
0
30 Jan 2022
Confidence sets in a sparse stochastic block model with two communities of unknown sizes
B. Kleijn
J. van Waaij
214
2
0
16 Aug 2021
Optimal transport couplings of Gibbs samplers on partitions for unbiased estimation
Brian L. Trippe
Tin D. Nguyen
Tamara Broderick
OT
220
3
0
09 Apr 2021
Community Detection in General Hypergraph via Graph Embedding
Journal of the American Statistical Association (JASA), 2021
Yao Zhen
Junhui Wang
GNN
232
45
0
28 Mar 2021
Consistent Bayesian Community Detection
Sheng Jiang
S. Tokdar
239
7
0
16 Jan 2021
Adjusted chi-square test for degree-corrected block models
Annals of Statistics (Ann. Stat.), 2020
Linfan Zhang
Arash A. Amini
353
9
0
30 Dec 2020
Extended Stochastic Block Models with Application to Criminal Networks
Annals of Applied Statistics (AOAS), 2020
Sirio Legramanti
T. Rigon
Daniele Durante
David B. Dunson
433
31
0
16 Jul 2020
Finite mixture models do not reliably learn the number of components
International Conference on Machine Learning (ICML), 2020
Diana Cai
Trevor Campbell
Tamara Broderick
369
23
0
08 Jul 2020
Uncertainty quantification in the stochastic block model with an unknown number of classes
J. van Waaij
B. Kleijn
222
2
0
04 May 2020
Efficient Estimation for Random Dot Product Graphs via a One-step Procedure
Journal of the American Statistical Association (JASA), 2019
Fangzheng Xie
Yanxun Xu
382
23
0
10 Oct 2019
Asymptotic uncertainty quantification for communities in sparse planted bi-section models
B. Kleijn
J. van Waaij
379
0
0
22 Oct 2018
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
589
13
0
19 Dec 2016
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