Selecting Informative Conformal Prediction Sets with an Optimized FCR-Controlled Approach

Israela Solomon, Etienne Roquain, Saharon Rosset +1

Conformal methods provide prediction sets for outcomes with confidence guarantees. We study their use in a selective inference setting, where inference is performed only when the p…