Deep Learning, Gaussian Process, Active Learning, Bayesian Optimization.
in the most effective way by sequentially selecting points to perform the measurements. In that case, the region with the maximal uncertainty represents the optimum point for a query. In this manner, a GP-driven automated experiment seeks to reduce the uncertainty about function in the most