Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks

Mohamed Aziz Bhouri, Michael Joly, Robert Yu +2

Several fundamental problems in science and engineering consist of global optimization tasks involving unknown high-dimensional (black-box) functions that map a set of controllable…