Selective Prediction

Learning to Defer with an Uncertain Rejector via Conformal Prediction

Conformal prediction quantifies uncertainty in learning-to-defer rejectors, enabling abstention and human-model consensus workflows for image and hate-speech classification.

Feb 1, 2026

Learning to Defer with an Uncertain Rejector via Conformal Prediction

NeurIPS 2024 workshop paper on conformal uncertainty sets for learning-to-defer rejectors, with abstention and human-model consensus on object and hate-speech detection tasks.

Dec 1, 2024