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    Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations

    Matching algorithms predict relationships between items in a collection. For example, in 1:1 face verification, a matching algorithm predicts whether two face images depict the same person. Accurately assessin...

    Riccardo Fogliato, Pratik Patil, Pietro Perona in International Journal of Computer Vision (2024)