Conceptcalibration certificates
Calibration Certificate
A formal concept in conformal prediction that characterizes the minimal verified subset structure required for unique determination of the conformal threshold. It captures the least amount of verification information from the calibration set that is decisive for fixing the conformal quantile.
Timeline (last 90 days)
Oct 9
The "calibration certificates" proposed in the paper are defined as the verified information sufficient to determine the conformal threshold.
Unverified50%