Personalized calibration for conformal predictors raises coverage by over 20 percentage points on EEG seizure classification while keeping prediction set sizes comparable.
Proceedings of the AAAI Conference on Artificial Intelligence 37(6), 7722–7730 (Jun 2023)
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Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification
Personalized calibration for conformal predictors raises coverage by over 20 percentage points on EEG seizure classification while keeping prediction set sizes comparable.