Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks

no code implementations • 20 Feb 2024 • Chunmei Xu, Shengheng Liu, Yongming Huang, Bjorn Ottersten, Dusit Niyato

Extensive simulation results are presented to demonstrate the effectiveness of the proposed random aggregate beamforming-based scheme as well as the refined method.

Federated Learning

Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions

no code implementations • 2 Nov 2022 • Senthil Kumar Jagatheesaperumal, Quoc-Viet Pham, Rukhsana Ruby, Zhaohui Yang, Chunmei Xu, Zhaoyang Zhang

Explainable Artificial Intelligence (XAI) is transforming the field of Artificial Intelligence (AI) by enhancing the trust of end-users in machines.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)