Verifiably Robust Conformal Prediction

Linus Jeary, Tom Kuipers, Mehran Hosseini +1

Conformal Prediction (CP) is a popular uncertainty quantification method that provides distribution-free, statistically valid prediction sets, assuming that training and test data…