Efficient Marginal Likelihood Computation for Gaussian Process Regression

Andrea Schirru, Simone Pampuri, Giuseppe De Nicolao +1

In a Bayesian learning setting, the posterior distribution of a predictive model arises from a trade-off between its prior distribution and the conditional likelihood of observed d…