1 code implementation • 27 Aug 2023 • Hongda Liu, Yunlong Wang, Min Ren, Junxing Hu, Zhengquan Luo, Guangqi Hou, Zhenan Sun
Secondly, we design a detached action-aware learning schedule to further mitigate the bias in the representation space.
no code implementations • 14 Jun 2022 • Zhengquan Luo, Yunlong Wang, Zilei Wang, Zhenan Sun, Tieniu Tan
Attributes skew hinders the current federated learning (FL) frameworks from consistent optimization directions among the clients, which inevitably leads to performance reduction and unstable convergence.