Random Fourier Features For Operator-Valued Kernels

Romain Brault, Markus Heinonen, Florence d'Alché-Buc

Abstract: Devoted to multi-task learning and structured output learning, operator-valued kernels provide a flexible tool to build vector-valued functions in the context of Reproducing Kernel Hilbert Spaces. ...