Erfan Hajihashemi

Multi-model Ensemble Conformal Prediction in Dynamic Environments

Conformal prediction is an uncertainty quantification method that constructs a prediction set for a previously unseen datum, ensuring the true label is included with a predetermined coverage probability. Adaptive conformal prediction has been developed to address data distribution shifts in dynamic…