Characterization of the Global Bias Problem in Aerial Federated Learning

no code implementations • 29 Dec 2022 • Ruslan Zhagypar, Nour Kouzayha, Hesham ElSawy, Hayssam Dahrouj, Tareq Y. Al-Naffouri

To this end, the paper proposes a channel-aware distribution and aggregation scheme to enforce equal contribution from all devices in the FL training as a means to resolve the global bias problem.

Federated Learning