Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal

Francesco Di Fiore, Michela Nardelli, Laura Mainini

Science and Engineering applications are typically associated with expensive optimization problems to identify optimal design solutions and states of the system of interest. Bayesi…