On Kernel Parameter Selection in Hilbert-Schmidt Independence Criterion

Masashi Sugiyama, Makoto Yamada

Abstract: The Hilbert-Schmidt independence criterion (HSIC) is a kernel-based statistical independence measure that can be computed very efficiently. However, i …