Double Sparsity Kernel Learning with Automatic Variable Selection and Data Extraction

Jingxiang Chen, Chong Zhang, Michael R. Kosorok +1

Learning with Reproducing Kernel Hilbert Spaces (RKHS) has been widely used in many scientific disciplines. Because a RKHS can be very flexible, it is common to impose a regulariza…