Abstract11.1 Introduction11.2 Generalized Linear Models11.3 Volterra, Wiener, and Hammerstein Models11.4 Cover’s Theorem: Capacity of a Space in Linear Dichotomies11.5 Reproducing Kernel Hilbert Spaces11.6 Representer Theorem11.7 Kernel Ridge Regression11.8 Support Vector Regression