Distribution-Free, Risk-Controlling Prediction Sets

Stephen Bates, Anastasios Angelopoulos, Lihua Lei +2

While improving prediction accuracy has been the focus of machine learning in recent years, this alone does not suffice for reliable decision-making. Deploying learning systems in…