Adaptive inference with random ellipsoids through Conformal Conditional Linear Expectation

Iain Henderson, Adrien Mazoyer, Fabrice Gamboa

We propose two new conformity scores for conformal prediction, in a general multivariate regression framework. The underlying score functions are based on a covariance analysis of…