A review on different techniques used to combat the non-IID and heterogeneous nature of data in FL

Venkataraman Natarajan Iyer

Federated Learning (FL) is a machine-learning approach enabling collaborative model training across multiple decentralized edge devices that hold local data samples, all without ex…