Exact Recovery of Two-Latent Variable Stochastic Block Model with Side Information
2021 7th International Conference on Contemporary Information Technology and Mathematics (ICCITM)(2021)
摘要
The two-latent variable stochastic block model is a new graph synthetic model making a connection between the conventional stochastic block model and real-world networks. In this model, each node contains two latent variables such that at least one of these two latent variables is unknown. Still, this model lonely is not able to model a real-world network. Side information is another component tha...
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关键词
Maximum likelihood estimation,Maximum likelihood detection,Analytical models,Sufficient conditions,Stochastic processes,Programming,Mathematical models
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