Parikshit Hegde

Network Adaptive Federated Learning: Congestion and Lossy Compression

2023 · arXiv (Cornell University)

In order to achieve the dual goals of privacy and learning across distributed data, Federated Learning (FL) systems rely on frequent exchanges of large files (model updates) between a set of clients and the server. …