Over-the-Air Federated Learning with Compressed Sensing: Is Sparsification Necessary?

Adrian Edin, Zheng Chen

Over-the-Air (OtA) Federated Learning (FL) refers to an FL system where multiple agents apply OtA computation for transmitting model updates to a common edge server. Two important…