2025
Kandinsky Conformal Prediction: Beyond Class- and Covariate-Conditional Coverage
ICML 2025poster
Conformal prediction is a powerful distribution-free framework for constructing prediction sets with coverage guarantees. Classical methods, such as split conformal prediction, provide marginal coverage, ensuring that the prediction set contains the label of a random test point with a target probabi…