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Large-scale estimation of random graph models with local dependence

A class of random graph models is considered, combining features of exponential-family models and latent structure models, with the goal of retaining the strengths of both of them while reducing the weaknesses of each of them. An open problem is how to estimate such models from large networks. A nov...

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Detalles Bibliográficos
Autores principales: Babkin, Sergii, Stewart, Jonathan R., Long, Xiaochen, Schweinberger, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7282802/
https://www.ncbi.nlm.nih.gov/pubmed/32834264
http://dx.doi.org/10.1016/j.csda.2020.107029