2025
Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels
AAAI 2025technical
Probability calibration transforms raw output of a classification model into empirically interpretable probability. When the model is purposed to detect rare event and only a small expensive data source has clean labels, it becomes extraordinarily challenging to obtain accurate probability calibrati…