Conformal Prediction for Federated Uncertainty Quantification Under Label Shift

Vincent Plassier, Mehdi Makni, Aleksandr Rubashevskii +2

Federated Learning (FL) is a machine learning framework where many clients collaboratively train models while keeping the training data decentralized. Despite recent advances in FL…