Convergence of the groups posterior distribution in latent or stochastic block models
نویسندگان
چکیده
منابع مشابه
Convergence of the groups posterior distribution in latent or stochastic block models
We propose a unified framework for studying both latent and stochastic block models, which are used to cluster simultaneously rows and columns of a data matrix. In this new framework, we study the behaviour of the groups posterior distribution, given the data. We characterize whether it is possible to asymptotically recover the actual groups on the rows and columns of the matrix, relying on a c...
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ژورنال
عنوان ژورنال: Bernoulli
سال: 2015
ISSN: 1350-7265
DOI: 10.3150/13-bej579