a stochastic process defined via a mean function µ(•) and covariance function κ(x, x ′ ). For any finite set of input vectors x 1 , . . . , x S , arranged in a design matrix X S = x 1 , . . . , x S T a collection of random variables from this process follow a multivariate normal distribution