Chris Russell

Adaptive Calibration for Fair and Performant Facial Recognition

Adaptive Calibration is introduced, a novel calibration strategy for facial recognition that maps cosine similarity between normalized embeddings to well-calibrated probabilities and provides a practical solution for equitable facial recognition without requiring demographic group annotations.