Prateek Goel

Objective measurement of interpretability in supervised classification

Interpretability has become a fundamental requirement for Artificial Intelligence (AI) systems, yet there remains no widely accepted approach for measuring it objectively. Existing approaches propose measures that quantify interpretability, but differ substantially in their underlying assumptions. This dissertation inv...