Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures

Fanghui Liu, Xiaolin Huang, Yingyi Chen +1

In this paper, we attempt to solve a long-lasting open question for non-positive definite (non-PD) kernels in machine learning community: can a given non-PD kernel be decomposed in…