The connection between Bayesian estimation of a Gaussian random field and RKHS

Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke +1

Reconstruction of a function from noisy data is often formulated as a regularized optimization problem over an infinite-dimensional reproducing kernel Hilbert space (RKHS). The sol…