46 citations · 107 across the 8 of their papers we have counts for
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3 papers · 1 filter
stat.CO2016★ 20 cited
Exponential Family Mixed Membership Models for Soft~Clustering of Multivariate Data
Arthur White, Thomas Brendan Murphy
For several years, model-based clustering methods have successfully tackled many of the challenges presented by data-analysts. However, as the scope of data analysis has evolved, s…
stat.CO2014★ 38 cited
Mixed-Membership of Experts Stochastic Blockmodel
Arthur White, Thomas Brendan Murphy
Social network analysis is the study of how links between a set of actors are formed. Typically, it is believed that links are formed in a structured manner, which may be due to, f…
stat.CO2014★ 46 cited
Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler
Arthur White, Jason Wyse, Thomas Brendan Murphy
Latent class analysis is used to perform model based clustering for multivariate categorical responses. Selection of the variables most relevant for clustering is an important task…