758 citations · 1.8k across the 31 of their papers we have counts for
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The Hyperedge Event Model
Bomin Kim, Aaron Schein, Bruce A. Desmarais +1
We introduce the hyperedge event model (HEM)---a generative model for events that can be represented as directed edges with one sender and one or more receivers or one receiver and…
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…
Microclustering: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set
Jeffrey Miller, Brenda Betancourt, Abbas Zaidi +2
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…