Marginal and training-conditional guarantees in one-shot federated conformal prediction

Pierre Humbert, Batiste Le Bars, Aurélien Bellet +1

We study conformal prediction in the one-shot federated learning setting. The main goal is to compute marginally and training-conditionally valid prediction sets, at the server-lev…