Nested conformal prediction and quantile out-of-bag ensemble methods

Chirag Gupta, Arun K. Kuchibhotla, Aaditya K. Ramdas

Conformal prediction is a popular tool for providing valid prediction sets for classification and regression problems, without relying on any distributional assumptions on the data…