2024
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition
ICLR 2024poster
The ROC curve is the major tool for assessing not only the performance but also the fairness properties of a similarity scoring function. In order to draw reliable conclusions based on empirical ROC analysis, accurately evaluating the uncertainty level related to statistical versions of the ROC curv…