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stat.ME2026
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…
stat.ME2025
Powerful batch conformal prediction for classification
Ulysse Gazin, Ruth Heller, Etienne Roquain +1
In a split conformal framework with classes, a calibration sample of labeled examples is observed for inference on the label of a new unlabeled example. We explore the sett…