Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. - Bat-Sheva Einbinder; Yaniv Romano; Matteo Sesia; Yanfei Zhou (NeurIPS, 2022)

Conformal Prediction is Robust to Label Noise. - Bat-Sheva Einbinder; Stephen Bates; Anastasios N. Angelopoulos; Asaf Gendler; Yaniv Romano (CoRR, 2022)

Conformal Prediction is Robust to Dispersive Label Noise. - Shai Feldman; Bat-Sheva Einbinder; Stephen Bates; Anastasios N. Angelopoulos; Asaf Gendler; Yaniv Romano (COPA, 2023)

Semi-Supervised Risk Control via Prediction-Powered Inference. - Bat-Sheva Einbinder; Liran Ringel; Yaniv Romano (CoRR, 2024)