Deep Gaussian Processes for Multi-fidelity Modeling

Kurt Cutajar, Mark Pullin, Andreas Damianou +2

Multi-fidelity methods are prominently used when cheaply-obtained, but possibly biased and noisy, observations must be effectively combined with limited or expensive true data in o…