The limits of distribution-free conditional predictive inference

Rina Foygel Barber, Emmanuel J. Candès, Aaditya Ramdas +1

We consider the problem of distribution-free predictive inference, with the goal of producing predictive coverage guarantees that hold conditionally rather than marginally. Existin…