Uniform convergence for Gaussian kernel ridge regression

Paul Dommel, Rajmadan Lakshmanan

This paper establishes the first polynomial convergence rates for Gaussian kernel ridge regression (KRR) with a fixed hyperparameter in both the uniform and the $L^2$-norm. The u…