Truthful Calibration Measures for Sequential Prediction

Calibration requires probabilistic reports to be conditionally unbiased and reliably interpretable as probabilities.

Calibration requires probabilistic reports to be conditionally unbiased and reliably interpretable as probabilities. A calibration measure assigns numerical error to miscalibrated reports. Haghtalab et al. (2024) proposed an approximately truthful calibration measure for online…