1 code implementation • 18 Nov 2021 • Zhicheng Zhou, Hailong Chen, Kunhua Li, Fei Hu, Bingjie Yan, Jieren Cheng, Xuyan Wei, Bernie Liu, Xiulai Li, Fuwen Chen, Yongji Sui
How to find a balance between the model performance and the communication cost is a challenge in AFL.
no code implementations • 28 Sep 2020 • Bingjie Yan, Yize Zhou, Boyi Liu, Jun Wang, Yuhan Zhang, Li Liu, Xiaolan Nie, Zhiwei Fan, Zhixuan Liang
However, there is a lack of a sufficiently reasonable contribution measurement mechanism to distribute the reward for each agent.
no code implementations • 8 Sep 2020 • Boyi Liu, Bingjie Yan, Yize Zhou, Zhixuan Liang, Cheng-Zhong Xu
Furthermore, we developed federated learning open-source software based on FedCM.
no code implementations • 5 Jul 2020 • Boyi Liu, Bingjie Yan, Yize Zhou, Yifan Yang, Yixian Zhang
However, for the protection and respect of the privacy of patients, the hospital's specific medical-related data did not allow leakage and sharing without permission.