Conformal Prediction With Conditional Guarantees

Isaac Gibbs, John J. Cherian, Emmanuel J. Candès

We consider the problem of constructing distribution-free prediction sets with finite-sample conditional guarantees. Prior work has shown that it is impossible to provide exact con…