Robust Conformal Outlier Detection under Contaminated Reference Data

Meshi Bashari, Matteo Sesia, Yaniv Romano

Conformal prediction is a flexible framework for calibrating machine learning predictions, providing distribution-free statistical guarantees. In outlier detection, this calibratio…