Conformal Prediction at Performative Equilibrium: The Price of Performativity

Ahmed Mahrous, Roberto Di Pietro

Conformal prediction gives finite-sample coverage when calibration and test points are exchangeable, but exchangeability can fail when deployment changes the data distribution. We…