Stable Bayesian Optimisation via Direct Stability Quantification

Alistair Shilton, Sunil Gupta, Santu Rana +3

In this paper we consider the problem of finding stable maxima of expensive (to evaluate) functions. We are motivated by the optimisation of physical and industrial processes where…