Heteroscedastic Treed Bayesian Optimisation

Optimising black-box functions is important in many disciplines, such as tuning machine learning models, robotics, finance and mining exploration. Bayesian optimisation is a state-of-the-art technique for the global optimisation of black-box functions which are expensive to evaluate... (read more)

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METHOD TYPE
Gaussian Process
Non-Parametric Classification