Bayesian Optimistic Optimisation with Exponentially Decaying Regret
Hung Tran-The 1 Sunil Gupta 1 Santu Rana 1 Svetha Venkatesh 1
Abstract transform a global optimisation problem into a sequence
of auxiliary optimisation problems of a surrogate function
Bayesian optimisation (BO) is a well-known ef-
called the acquisition function. The acquisition function
ficient algorithm for ...


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