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20112023
most citedA simple example of Dirichlet process mixture inconsistency for the number of components

89 citations · 297 across the 20 of their papers we have counts for

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stat.ME2016★ 12 cited

Flexible Models for Microclustering with Application to Entity Resolution

Giacomo Zanella, Brenda Betancourt, Hanna Wallach +3

Most generative models for clustering implicitly assume that the number of data points in each cluster grows linearly with the total number of data points. Finite mixture models, D…