Accumulated Aggregated D-Optimal Designs for Estimating Main Effects in Black-Box Models

Chih-Yu Chang, Ming-Chung Chang

Estimating how individual input variables affect the output of a black-box model is a central task in explainable machine learning. However, existing methods suffer from two key li…