Conceptualizing Uncertainty: A Concept-based Approach to Explaining Uncertainty

Isaac Roberts, Alexander Schulz, Sarah Schroeder +2

Uncertainty in machine learning refers to the degree of confidence or lack thereof in a model's predictions. While uncertainty quantification methods exist, explanations of uncerta…