Johannes Dorn

Assessing Uncertainty in Performance Modeling: Conformal Prediction vs. Bayesian Regression

Con-formal prediction can be used to enrich existing techniques, with post-hoc uncertainty quantification in a plug and play fashion, and consistently outperforms the state of the art across six out of eight real world scenarios.