On Active Learning for Gaussian Process-based Global Sensitivity Analysis

Mohit Chauhan, Mariel Ojeda-Tuz, Ryan Catarelli +3

This paper explores the application of active learning strategies to adaptively learn Sobol indices for global sensitivity analysis. We demonstrate that active learning for Sobol i…