Generalized Conformal Predictive Systems Under Distributional Shifts

Jef Jonkers, Johanna Ziegel

Conformal predictive systems (CPS) output calibrated bands of CDFs under exchangeability. We extend generalized CPS to non-exchangeable settings by encoding distributional shifts t…