A Theoretical Framework for Bayesian Optimization Convergence

Alexandre Scotto Di Perrotolo · 2018

Bayesian optimization is a well known class of derivative-free optimization algorithms mainly used for expensive black-box objective functions. Despite their efficiency, they suffer from a lack of rig ...

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