Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation

1 code implementation • 17 Oct 2019 • Ryan-Rhys Griffiths, Alexander A. Aldrick, Miguel Garcia-Ortegon, Vidhi R. Lalchand, Alpha A. Lee

Bayesian optimisation is a sample-efficient search methodology that holds great promise for accelerating drug and materials discovery programs.

Bayesian Optimisation Decision Making +1