Parametric Feature Transfer: One-shot Federated Learning with Foundation Models

Mahdi Beitollahi, Alex Bie, Sobhan Hemati +4

In one-shot federated learning (FL), clients collaboratively train a global model in a single round of communication. Existing approaches for one-shot FL enhance communication effi…