2.3k citations · 2.6k across the 5 of their papers we have counts for
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stat.ME2017★ 1 cited
K-groups: A Generalization of K-means Clustering
Songzi Li, Maria L. Rizzo
We propose a new class of distribution-based clustering algorithms, called k-groups, based on energy distance between samples. The energy distance clustering criterion assigns obse…
stat.ML2017★ 14 cited
Kernel k-Groups via Hartigan's Method
Guilherme França, Maria L. Rizzo, Joshua T. Vogelstein
Energy statistics was proposed by Sz\' ekely in the 80's inspired by Newton's gravitational potential in classical mechanics and it provides a model-free hypothesis test for equali…