Efficient Federated Conformal Prediction with Group-Conditional Guarantee

Haifeng Wen, Osvaldo Simeone, Hong Xing

Deploying trustworthy AI systems requires principled uncertainty quantification. Conformal prediction (CP) is a widely used framework for constructing prediction sets with distribu…