Characterizing the Training-Conditional Coverage of Full Conformal Inference in High Dimensions

Isaac Gibbs, Emmanuel J. Candès

We study the coverage properties of full conformal regression in the proportional asymptotic regime where the ratio of the dimension and the sample size converges to a constant. In…