Decoupled Conformal Optimisation: Efficient Prediction Sets via Independent Tuning and Calibration

Fanyi Wu, Lihua Niu, Samuel Kaski +1

Bayesian conformal optimisation methods often use the same held-out data both to search for efficient prediction sets and to certify coverage or risk. This coupling is natural for…