Flexible Models for Microclustering with Application to Entity Resolution

no code implementations • NeurIPS 2016 • Giacomo Zanella, Brenda Betancourt, Hanna Wallach, Jeffrey Miller, Abbas Zaidi, Rebecca C. Steorts

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.

Clustering Entity Resolution

Microclustering: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set

no code implementations • 2 Dec 2015 • Jeffrey Miller, Brenda Betancourt, Abbas Zaidi, Hanna Wallach, Rebecca C. Steorts

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.

Clustering Entity Resolution