Multi-Modal Conformal Prediction Regions with Simple Structures by Optimizing Convex Shape Templates

Renukanandan Tumu, Matthew Cleaveland, Rahul Mangharam +2

Conformal prediction is a statistical tool for producing prediction regions for machine learning models that are valid with high probability. A key component of conformal predictio…