Conformal prediction after data-dependent model selection

Ruiting Liang, Wanrong Zhu, Rina Foygel Barber

Given a family of pretrained models and a hold-out set, how can we construct a valid conformal prediction set while selecting a model that minimizes the width of the set? If we use…