Gradient Projection onto Historical Descent Directions for Communication-Efficient Federated Learning

Arnaud Descours, Léonard Deroose, Jan Ramon

Federated Learning (FL) enables decentralized model training across multiple clients while optionally preserving data privacy. However, communication efficiency remains a critical…