no code implementations • 16 Jan 2024 • Martin Dahl, Erik G. Larsson
Wirelessly connected devices can collaborately train a machine learning model using federated learning, where the aggregation of model updates occurs using over-the-air computation.
no code implementations • 12 May 2023 • Zheng Chen, Martin Dahl, Erik G. Larsson
In particular, we investigate the impact of broadcast transmission and probabilistic random access policy on the convergence performance of D-SGD, considering the broadcast nature of wireless channels and the link dynamics in the communication topology.