Mean dimension of radial basis functions

Christopher Hoyt, Art B. Owen

We show that generalized multiquadric radial basis functions (RBFs) on ${\mathbb{R}}^d$ have a mean dimension that is $1+O(1/d)$ as $d\to \infty$ with an explicit bound for the implie…