Approximating full conformal prediction: distribution free guarantees via the tournament correction

Aabesh Bhattacharyya, Boxuan Zhang, Rina Foygel Barber

Conformal prediction is a framework for providing prediction intervals with distribution-free validity, guaranteeing predictive coverage for data drawn from any distribution. Its t…