Web: http://arxiv.org/abs/2112.04389

Sept. 19, 2022, 1:12 a.m. | Huan Qing

stat.ML updates on arXiv.org arxiv.org

We consider the problem of detecting latent community information of mixed
membership weighted network in which nodes have mixed memberships and edges
connecting between nodes can be finite real numbers. We propose a general mixed
membership distribution-free model for this problem. The model has no
distribution constraints of edges but only the expected values, and can be
viewed as generalizations of some previous models. We use an efficient spectral
algorithm to estimate community memberships under the model. We also derive …

arxiv mixed modeling networks

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