Variational inference for sparse spectrum Gaussian process regression

Linda S. L. Tan, Victor M. H. Ong, David J. Nott +1

We develop a fast variational approximation scheme for Gaussian process (GP) regression, where the spectrum of the covariance function is subjected to a sparse approximation. Our a…