Community Detection in the Stochastic Block Model: Approximate Belief Propagation
46:45
Microsoft
Community Detection in the Stochastic Block Model: Approximate Belief Propagation
The stochastic block model is one of the simplest models for a random graph with different types of vertices, known as communities. In this talk I will describe an efficient algorithm that distinguishes between vertices from different communities with nontrivial accuracy whenever the SBM’s parameters are above the Kesten-Stigum threshold ...
Jan 6, 2017
Stochastic Block Model Tutorial
Prof. Po-Ling Loh | Community recovery in weighted stochastic block models
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Prof. Po-Ling Loh | Community recovery in weighted stochastic block models
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Prof. Catherine Matias | Statistical clustering of temporal networks through a dynamic... block...
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Sitpor on Instagram‎: "What if birds of a feather flock together but only at specific group sizes? کبوتر با کبوتر، باز با باز؟ هم‌جوری در و میان گروه‌ها، مقاله جدید ما Homophily within and across groups. K. Rizi, et al. Nature Communications (2025) Homophily-the tendency of individuals to interact with similar others-shapes how networks form and function. Yet existing approaches typically collapse homophily to a single scale, either one parameter for the whole network or one per community, there
13:28
Sitpor on Instagram‎: "What if birds of a feather flock together but only at specific group sizes? کبوتر با کبوتر، باز با باز؟ هم‌جوری در و میان گروه‌ها، مقاله جدید ما Homophily within and across groups. K. Rizi, et al. Nature Communications (2025) Homophily-the tendency of individuals to interact with similar others-shapes how networks form and function. Yet existing approaches typically collapse homophily to a single scale, either one parameter for the whole network or one per community, there
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1.2K views2 months ago
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