2 code implementations • 25 Oct 2021 • Andrei Paleyes, Mark Pullin, Maren Mahsereci, Cliff McCollum, Neil D. Lawrence, Javier Gonzalez
Decision making in uncertain scenarios is an ubiquitous challenge in real world systems.
1 code implementation • 18 Mar 2019 • Kurt Cutajar, Mark Pullin, Andreas Damianou, Neil Lawrence, Javier González
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 order to construct reliable models.