Federated Conditional Conformal Prediction via Generative Models

Rui Xu, Xingyuan Chen, Wenxing Huang +4

Conformal Prediction (CP) provides distribution-free uncertainty quantification by constructing prediction sets that guarantee coverage of the true labels. This reliability makes C…