Addressing practical challenges of Bayesian optimisation
Thanh Dai Nguyen · Own your potential (DEAKIN) · 2019
This thesis focuses on addressing several challenges in applying Bayesian optimisation in real world problems. The contributions of this thesis are new Bayesian optimisation algorithms for three practical problems: finding stable solutions, optimising cascaded processes and privacy-aware optimisation.