On the optimality of kernels for high-dimensional clustering

Leena Chennuru Vankadara, Debarghya Ghoshdastidar

This paper studies the optimality of kernel methods in high-dimensional data clustering. Recent works have studied the large sample performance of kernel clustering in the high-dim…