PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework

Abhineet Agarwal, Fange Xiao, Rebecca Barter +3

As machine learning (ML) enters high-stakes domains, trustworthy uncertainty quantification (UQ) is essential for safety. In this paper we introduce PCS-UQ, a framework based on th…