LWCal: Loss-Weighted Calibration for Tabular Classifiers with Noisy Calibration Labels
LWCal is proposed, a CPU-only post-hoc calibrator that down-weights calibration examples whose noisy labels are contradicted by the base model's held-out probability.
Ze-Ming Liu, Hang Lyu, Jing-Tao Zhang et al.
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