Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks

Dat Phan-Trong, Hung Tran-The, Sunil Gupta

Bayesian Optimization (BO) is an effective approach for global optimization of black-box functions when function evaluations are expensive. Most prior works use Gaussian processes…