BORE:BayesianOptimizationbyDensity-RatioEstimationLouisC.Tiao12AaronKlein3MatthiasSeeger3EdwinV.Bonilla21Ce´dricArchambeau3FabioRamos14Abstractdensity1(x)Bayesianoptimization(BO)isamongthemostg(x)...