Uncertainty quantification in the stochastic block model with an unknown number of classes

“Stochastic blockmodels: First steps”

P.˜W. Holland, K.˜B. Laskey and S. Leinhardt · 1983

Earlier work this paper cites.

“Asymptotic methods in statistical decision theory”

L. Le˜Cam · 1986

Earlier work this paper cites.

“On the Bernstein-Von Mises Theorem with Infinite-Dimensional Parameters”

D. Freedman · 1999

Earlier work this paper cites.

“Detecting functional modules in the yeast protein–protein interaction network”

Jingchun Chen and Bo Yuan · 2006

Earlier work this paper cites.

“Integration of biological networks and gene expression data using Cytoscape”

M.S. Cline et al · 2007

Earlier work this paper cites.

“Classification and estimation in the Stochastic Blockmodel based on the empirical degrees”

A. Channarond, J.-J. Daudin and S. Robin · 2012

Earlier work this paper cites.

“Community Detection in General Stochastic Block models: Fundamental Limits and Efficient Algorithms for Recovery”

E. Abbe and C. Sandon · 2015

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“Convergence of the groups posterior distribution in latent or stochastic block models”

M. Mariadassou and C. Matias · 2015

Cited alongside, same era.

“Consistency thresholds for the planted bisection model”

E. Mossel, J. Neeman and A. Sly · 2016

Cited alongside, same era.

“Minimax rates of community detection in stochastic block models”

A.Y. Zhang and H.H. Zhou · 2016

Cited alongside, same era.

“Community Detection and Stochastic Block Models: Recent Developments”

E. Abbe · 2018

Cited alongside, same era.

“Proof of the Achievability Conjectures for the General Stochastic Block Model”

Emmanuel Abbe and Colin Sandon · 2018

“Probabilistic Community Detection With Unknown Number of Communities”

J. Geng, A. Bhattacharya and D. Pati · 2018

Later among the works it cites.

“Recovery, detection and confidence sets of communities in a sparse stochastic block model”

Original

B… Kleijn and J. van Waaij · 2018

Later among the works it cites.

“Bayesian Community Detection”

S.L. van and A.W. van · 2018

Later among the works it cites.

“A General Framework for Bayes Structured Linear Models”

C. Gao, A.W. van˜der˜Vaart and H.H. Zhou · 2019

Later among the works it cites.

“Posterior Contraction Rates for Stochastic Block Models”

P. Ghosh, D. Pati and A. Bhattacharya · 2019

Later among the works it cites.

“Frequentist validity of Bayesian limits”

B… Kleijn · 2020

Closest in time.