Fast Nonseparable Gaussian Stochastic Process with Application to Methylation Level Interpolation

AbstractGaussian stochastic process (GaSP) has been widely used as a prior over functions due to its flexibility and tractability in modeling. However, the computational cost in evaluating the like...