Deep Learning, Gaussian Process, Active Learning, Bayesian Optimization.
grid points. Figure by the authors. In order to understand what it takes to make this work, we first consider the paradigmatic approach for active learning in experiments based on Gaussian Process (GP). In most general form, GP refers to the class of algorithms that attempt to reconstruct the