3 papers
cs.LG2023
Over-the-Air Federated Learning in Satellite systems
Edward Akito Carlos, Raphael Pinard, Mitra Hassani
Federated learning in satellites offers several advantages. Firstly, it ensures data privacy and security, as sensitive data remains on the satellites and is not transmitted to a c…
cs.LG2023
Over-the-Air Federated Learning In Broadband Communication
Wayne Lemieux, Raphael Pinard, Mitra Hassani
Federated learning (FL) is a privacy-preserving distributed machine learning paradigm that operates at the wireless edge. It enables clients to collaborate on model training while…
eess.SP2023
Federated Learning in MIMO Satellite Broadcast System
Raphael Pinard, Mitra Hassani, Wayne Lemieux
Federated learning (FL) is a type of distributed machine learning at the wireless edge that preserves the privacy of clients' data from adversaries and even the central server. Exi…