Ask for More Than Bayes Optimal: A Theory of Indecisions for Selective Hypothesis Testing

Mohamed Ndaoud, Peter Radchenko, Bradley Rava

Selective classification is a powerful tool for automated decision-making in high-risk scenarios, allowing classifiers to act only when confident and abstain when uncertainty is hi…