arXiv stat.ML
· Papers
Parameter-Free and Group Conditional Online Conformal Prediction
arXiv:2606.00419v4 Announce Type: replace Abstract: Uncertainty quantification (UQ) is critical for the deployment of machine learning predictors in real-world scenarios where the data distribution may shift over time (i.e., data may not be exchangeable). Online conformal prediction (OCP) methods address this issue at