Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes

Syrine Belakaria, Benjamin Letham, Janardhan Rao Doppa +3

We consider the problem of active learning for global sensitivity analysis of expensive black-box functions. Our aim is to efficiently learn the importance of different input varia…