758 citations · 1.8k across the 31 of their papers we have counts for
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stat.ME2015★ 17 cited
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…
stat.ML2015★ 12 cited
Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts
Aaron Schein, John Paisley, David M. Blei +1
We present a Bayesian tensor factorization model for inferring latent group structures from dynamic pairwise interaction patterns. For decades, political scientists have collected…