arXiv stat.ML
· Papers
Sample Complexity of Multicalibration for Multilevel Properties
arXiv:2608.04288v1 Announce Type: cross Abstract: Calibration requires a predictor to be unbiased after conditioning on its own predictions. Multicalibration asks for this guarantee simultaneously across a collection of groups. Many prediction tasks ask for several related features of the same conditional outcome distr