Abstract: Federated Learning (FL), a distributed machine learning approach, aims to protect user privacy by performing model training without centralized data collection. However, FL systems are ...

An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ...

Abstract: Distributed learning methods such as federated learning and decentralized federated learning are promising approaches to constructing high-accurate models through collaboration among client ...