Clustering by Hill-Climbing: Consistency Results
2022-02-18Code Available0· sign in to hype
Ery Arias-Castro, Wanli Qiao
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Abstract
We consider several hill-climbing approaches to clustering as formulated by Fukunaga and Hostetler in the 1970's. We study both continuous-space and discrete-space (i.e., medoid) variants and establish their consistency.