Polyanalytic Gaussian Radial Basis Function Kernel and Itô-Hermite Polynomials

Hendrik De Bie, Antonino De Martino, Kamal Diki

We introduce a polyanalytic extension of the Gaussian radial basis function (RBF) kernel by computing the action of the convolution operator on normalized Hermite functions. In par…