Articles with "vertex labels" as a keyword



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Efficient Inference in Stochastic Block Models With Vertex Labels

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Published in 2020 at "IEEE Transactions on Network Science and Engineering"

DOI: 10.1109/tnse.2019.2913949

Abstract: We study the stochastic block model with two communities where vertices contain side information in the form of a vertex label. These vertex labels may have arbitrary label distributions, depending on the community memberships. We… read more here.

Keywords: vertex labels; inference stochastic; efficient inference; block models ... See more keywords