Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping

Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong +3

Leveraging over-the-air computations for model aggregation is an effective approach to cope with the communication bottleneck in federated edge learning. By exploiting the superpos…