Conformal inference is (almost) free for neural networks trained with early stopping

Ziyi Liang, Yanfei Zhou, Matteo Sesia

Early stopping based on hold-out data is a popular regularization technique designed to mitigate overfitting and increase the predictive accuracy of neural networks. Models trained…