T-Cal: An optimal test for the calibration of predictive models

Donghwan Lee, Xinmeng Huang, Hamed Hassani +1

The prediction accuracy of machine learning methods is steadily increasing, but the calibration of their uncertainty predictions poses a significant challenge. Numerous works focus…