Synthetic Data Aided Federated Learning Using Foundation Models

Fatima Abacha, Sin G. Teo, Lucas C. Cordeiro +1

In heterogeneous scenarios where the data distribution amongst the Federated Learning (FL) participants is Non-Independent and Identically distributed (Non-IID), FL suffers from th…