New Advances in Conformal Prediction

A research project (‘Essay’) on Conformal Prediction done at University of Cambridge under the supervision of Prof. Rajen Shah.

The first part of the project was to present Conformal Prediction, ie. uncertainty-aware prediction sets with non-asymptotic, distribution-free guarantees while the second part aimed at enhancing prediction set efficiency, conditional coverage, and adaptability to distribution shifts, while applying methods to outlier detection.

You can find below the project the Essay report.