Probabilistic Conformal Prediction with Approximate Conditional Validity

Vincent Plassier, Alexander Fishkov, Mohsen Guizani +2

We develop a new method for generating prediction sets that combines the flexibility of conformal methods with an estimate of the conditional distribution $P_{Y\mid X}$. Existing…