Adaptive Calibration maps cosine similarities to probabilities using local context, improving accuracy and fairness in facial recognition without demographic metadata.
The Unfairness of Fair Machine Learning: Level- ling down and strict egalitarianism by default, March 2023
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Adaptive Calibration for Fair and Performant Facial Recognition
Adaptive Calibration maps cosine similarities to probabilities using local context, improving accuracy and fairness in facial recognition without demographic metadata.