71 citations · 184 across the 11 of their papers we have counts for
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stat.ME2018
Hybrid Wasserstein Distance and Fast Distribution Clustering
Isabella Verdinelli, Larry Wasserman
We define a modified Wasserstein distance for distribution clustering which inherits many of the properties of the Wasserstein distance but which can be estimated easily and comput…
stat.ME2018★ 1 cited
Analysis of a Mode Clustering Diagram
Isabella Verdinelli, Larry Wasserman
Mode-based clustering methods define clusters to be the basins of attraction of the modes of a density estimate. The most common version is mean shift clus- tering which uses a gra…