cs.LG

Online Localized Conformal Prediction

arXiv:2605.05497v1 Announce Type: new
Abstract: Conformal prediction is a framework that provides valid uncertainty quantification for general models with exchangeable data. However, in the online learning and time-series settings, exchangeability is …