Does confidence calibration improve conformal prediction?

Huajun Xi, Jianguo Huang, Kangdao Liu +2

Conformal prediction is an emerging technique for uncertainty quantification that constructs prediction sets guaranteed to contain the true label with a predefined probability. Pre…