Eduardo Ochoa Rivera

Conformal Prediction for Ensembles: Improving Efficiency via Score-Based Aggregation

Distribution-free uncertainty estimation for ensemble methods is increasingly desirable due to the widening deployment of multi-modal black-box predictive models. Conformal prediction is one approach that avoids such distributional assumptions. Methods for conformal aggregation have in turn been pro…