Online Conformal Prediction via Universal Portfolio Algorithms

Tuo Liu, Edgar Dobriban, Francesco Orabona

Online conformal prediction (OCP) seeks prediction intervals that achieve long-run $1-\hat{I}\pm$ coverage for arbitrary (possibly adversarial) data streams, while remaining as informative…