Discretization-free Multicalibration through Loss Minimization over Tree Ensembles

Hongyi Henry Jin, Zijun Ding, Dung Daniel Ngo +1

In recent years, multicalibration has emerged as a desirable learning objective for ensuring that a predictor is calibrated across a rich collection of overlapping subpopulations.…