Taming False Positives in Out-of-Distribution Detection with Human Feedback

Harit Vishwakarma, Heguang Lin, Ramya Korlakai Vinayak

Robustness to out-of-distribution (OOD) samples is crucial for safely deploying machine learning models in the open world. Recent works have focused on designing scoring functions…