Search Results for author: Joshua Daniel Loyal

Found 1 papers, 1 papers with code

A Bayesian Nonparametric Latent Space Approach to Modeling Evolving Communities in Dynamic Networks

1 code implementation16 Mar 2020 Joshua Daniel Loyal, Yuguo Chen

Our proposed approach, the hierarchical Dirichlet process latent position clustering model (HDP-LPCM), incorporates transitivity, models both individual and group level aspects of the data, and avoids the computationally expensive selection of the number of groups required by most popular methods.

Methodology

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