Department of Mathematics, Imperial College London
Luke Travis, Kolyan Ray
Gaussian process;sparse variational Bayes;uncertainty quantification;theoretical guarantees
Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior