Preconditioning Kernel Matrices

Kurt Cutajar, Michael A. Osborne, John P. Cunningham, Maurizio Filippone

Abstract: The computational and storage complexity of kernel machines presents the primary barrier to their scaling to large, modern, datasets. A common way to tackle the scalability issue is to use the conj...