Uncertainty-Aware Post-Hoc Calibration: Mitigating Confidently Incorrect Predictions Beyond Calibration Metrics

This research introduces a post-hoc calibration framework leveraging conformal prediction to mitigate confidently incorrect predictions. It details a dual is...

Level: advanced

By Hassan Gharoun, Mohammad Sadegh Khorshidi, Kasra Ranjbarigderi, Fang Chen, Amir H. Gandomi

Category: research