F. Restuccia

EFFEKT: Efficient Federated Knowledge Transfer to Foundation Models

This work introduces a novel multi-domain federated learning framework in which lightweight client-side proxy models collaborate with a server-side Foundation Model (FM) to learn new concepts without sharing private data.