Data spectroscopy: Eigenspaces of convolution operators and clustering

Tao Shi, Mikhail Belkin, Bin Yu

This paper focuses on obtaining clustering information about a distribution from its i.i.d. samples. We develop theoretical results to understand and use clustering information con…