Adaptive Clustering Using Kernel Density Estimators

17 Aug 2017Ingo SteinwartBharath K. SriperumbudurPhilipp Thomann

We derive and analyze a generic, recursive algorithm for estimating all splits in a finite cluster tree as well as the corresponding clusters. We further investigate statistical properties of this generic clustering algorithm when it receives level set estimates from a kernel density estimator... (read more)

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