What do you Mean? The Role of the Mean Function in Bayesian Optimisation

17 Apr 2020George De AthJonathan E. FieldsendRichard M. Everson

Bayesian optimisation is a popular approach for optimising expensive black-box functions. The next location to be evaluated is selected via maximising an acquisition function that balances exploitation and exploration... (read more)

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