3 citations · 7 across the 5 of their papers we have counts for
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math.ST2020★ 1 cited
On the Consistency of Metric and Non-Metric K-medoids
Ery Arias-Castro, He Jiang
We establish the consistency of K-medoids in the context of metric spaces. We start by proving that K-medoids is asymptotically equivalent to K-means restricted to the support of t…
stat.CO2020★ 1 cited
-Means and Gaussian Mixture Modeling with a Separation Constraint
He Jiang, Ery Arias-Castro
We consider the problem of clustering with -means and Gaussian mixture models with a constraint on the separation between the centers in the context of real-valued data. We firs…