Spectral clustering in the dynamic stochastic block model

Marianna Pensky; Teng Zhang

doi:10.1214/19-ejs1533

Spectral clustering in the dynamic stochastic block model

Electronic Journal of Statistics ◽

10.1214/19-ejs1533 ◽

2019 ◽

Vol 13 (1) ◽

pp. 678-709 ◽

Cited By ~ 3

Author(s):

Marianna Pensky ◽

Teng Zhang

Keyword(s):

Spectral Clustering ◽

Block Model ◽

Stochastic Block Model ◽

Dynamic Stochastic

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Statistical clustering of temporal networks through a dynamic stochastic block model

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/rssb.12200 ◽

2016 ◽

Vol 79 (4) ◽

pp. 1119-1141 ◽

Cited By ~ 63

Author(s):

Catherine Matias ◽

Vincent Miele

Keyword(s):

Temporal Networks ◽

Block Model ◽

Stochastic Block Model ◽

Dynamic Stochastic ◽

Statistical Clustering

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An exact algorithm for time-dependent variational inference for the dynamic stochastic block model

Pattern Recognition Letters ◽

10.1016/j.patrec.2020.07.014 ◽

2020 ◽

Vol 138 ◽

pp. 362-369

Author(s):

Francesco Bartolucci ◽

Silvia Pandolfi

Keyword(s):

Exact Algorithm ◽

Variational Inference ◽

Time Dependent ◽

Block Model ◽

Stochastic Block Model ◽

Dynamic Stochastic

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Dynamic Stochastic Block Model with Scale-Free Characteristic for Temporal Complex Networks

Database Systems for Advanced Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-18579-4_30 ◽

2019 ◽

pp. 502-518

Author(s):

Xunxun Wu ◽

Pengfei Jiao ◽

Yaping Wang ◽

Tianpeng Li ◽

Wenjun Wang ◽

...

Keyword(s):

Complex Networks ◽

Block Model ◽

Stochastic Block Model ◽

Scale Free ◽

Dynamic Stochastic

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Nonparametric Identification in the Dynamic Stochastic Block Model

IEEE Transactions on Information Theory ◽

10.1109/tit.2019.2893947 ◽

2019 ◽

Vol 65 (7) ◽

pp. 4335-4344

Author(s):

Ann-Kristin Becker ◽

Hajo Holzmann

Keyword(s):

Nonparametric Identification ◽

Block Model ◽

Stochastic Block Model ◽

Dynamic Stochastic

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Hypergraph Spectral Clustering in the Weighted Stochastic Block Model

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2018.2837638 ◽

2018 ◽

Vol 12 (5) ◽

pp. 959-974 ◽

Cited By ~ 7

Author(s):

Kwangjun Ahn ◽

Kangwook Lee ◽

Changho Suh

Keyword(s):

Spectral Clustering ◽

Block Model ◽

Stochastic Block Model

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Consistency of the maximum likelihood and variational estimators in a dynamic stochastic block model

Electronic Journal of Statistics ◽

10.1214/19-ejs1624 ◽

2019 ◽

Vol 13 (2) ◽

pp. 4157-4223

Author(s):

Léa Longepierre ◽

Catherine Matias

Keyword(s):

Maximum Likelihood ◽

Block Model ◽

Stochastic Block Model ◽

Dynamic Stochastic

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Fast Algorithm on Stochastic Block Model for Exploring General Communities

Journal of Software ◽

10.3724/sp.j.1001.2013.04474 ◽

2014 ◽

Vol 24 (11) ◽

pp. 2699-2709 ◽

Cited By ~ 1

Author(s):

Bian-Fang CHAI ◽

Jian YU ◽

Cai-Yan JIA ◽

Jing-Hong WANG

Keyword(s):

Fast Algorithm ◽

Block Model ◽

Stochastic Block Model

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Community detection in the sparse hypergraph stochastic block model

Random Structures and Algorithms ◽

10.1002/rsa.21006 ◽

2021 ◽

Author(s):

Soumik Pal ◽

Yizhe Zhu

Keyword(s):

Community Detection ◽

Block Model ◽

Stochastic Block Model

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Large deviations of connected components in the stochastic block model

Physical Review E ◽

10.1103/physreve.102.052108 ◽

2020 ◽

Vol 102 (5) ◽

Author(s):

Hendrik Schawe ◽

Alexander K. Hartmann

Keyword(s):

Large Deviations ◽

Connected Components ◽

Block Model ◽

Stochastic Block Model

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Proof of the Achievability Conjectures for the General Stochastic Block Model

Communications on Pure and Applied Mathematics ◽

10.1002/cpa.21719 ◽

2017 ◽

Vol 71 (7) ◽

pp. 1334-1406 ◽

Cited By ~ 6

Author(s):

Emmanuel Abbe ◽

Colin Sandon

Keyword(s):

Block Model ◽

Stochastic Block Model ◽

General Stochastic

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