Online selective conformal inference: adaptive scores, convergence rates and optimality

Pierre Humbert, Ulysse Gazin, Ruth Heller +1

In a supervised online setting, quantifying uncertainty has been proposed in the seminal work of Gibbs and Candès (2021). For any given point-prediction algorithm, their method (AC…