Spectral Properties of Radial Kernels and Clustering in High Dimensions

David Cohen-Steiner, Alba Chiara de Vitis

In this paper, we study the spectrum and the eigenvectors of radial kernels for mixtures of distributions in ${\mathbb{R}}^n$. Our approach focuses on high dimensions and relies sole…