Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method

Qinghua Tao, Francesco Tonin, Alex Lambert +3

In contrast with Mercer kernel-based approaches as used e.g., in Kernel Principal Component Analysis (KPCA), it was previously shown that Singular Value Decomposition (SVD) inheren…