Exact Recovery of Stochastic Block Model by Ising Model

In this paper, we study the phase transition property of an Ising model defined on a special random graph—the stochastic block model (SBM). Based on the Ising model, we propose a stochastic estimator to achieve the exact recovery for the SBM. The stochastic algorithm can be transformed into an optim...

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Detalles Bibliográficos
Autores principales: Zhao, Feng, Ye, Min, Huang, Shao-Lun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823472/
https://www.ncbi.nlm.nih.gov/pubmed/33401691
http://dx.doi.org/10.3390/e23010065

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823472/
https://www.ncbi.nlm.nih.gov/pubmed/33401691
http://dx.doi.org/10.3390/e23010065

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