CONSISTENT SPECTRAL CLUSTERING OF NETWORK BLOCK MODELS UNDER LOCAL DIFFERENTIAL PRIVACY

The stochastic block model (SBM) and degree-corrected block model (DCBM) are network models often selected as the fundamental setting in which to analyze the theoretical properties of community detection methods. We consider the problem of spectral clustering of SBM and DCBM networks under a local f...

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Detalles Bibliográficos
Autores principales: HEHIR, JONATHAN, SLAVKOVIĆ, ALEKSANDRA, NIU, XIAOYUE
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586058/
https://www.ncbi.nlm.nih.gov/pubmed/37860129
http://dx.doi.org/10.29012/jpc.811

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586058/
https://www.ncbi.nlm.nih.gov/pubmed/37860129
http://dx.doi.org/10.29012/jpc.811

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