This thesis develops new methods and associated coverage guarantees for conformal inference. We begin by discussing applications of the conformal framework to the online …
In predictive modelling for high‐stake decision‐making, predictors must be not only accurate but also reliable. Conformal prediction (CP) is a promising approach for obtaining the …