Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction

Meiyi Zhu, Matteo Zecchin, Sangwoo Park +3

In this paper, we consider a wireless federated inference scenario in which devices and a server share a pre-trained machine learning model. The devices communicate statistical inf…