Adaptive Calibration for Fair and Performant Facial Recognition

Ryan Brown, Chris Russell

We introduce Adaptive Calibration (AC), a novel calibration strategy for facial recognition that maps cosine similarity between normalized embeddings to well-calibrated probabiliti…