Kasun Eranda Wijethilake

Federated learning: From design foundations to advanced participant selection paradigms

Federated Learning (FL) has emerged as a promising paradigm owing to its significant advantages over conventional centralized machine learning approaches. It is a decentralized learning framework in which a global model is iteratively constructed by aggregating locally trained models from distributed clients, thereby e...