Results 231 to 240 of about 14,306 (259)

A state-of-the-art survey on solving non-IID data in Federated Learning

Future Generation Computer Systems, 2022
Xiaodong Ma
exaly  

Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data

IEEE Transactions on Wireless Communications, 2022
Shengli Liu, Guanding Yu, Xianfu Chen
exaly  

Contractible Regularization for Federated Learning on Non-IID Data

2022 IEEE International Conference on Data Mining (ICDM), 2022
Zifan Chen, Zhe Wu, Xian Wu 0001, Li Zhang 0047, Jie Zhao 0009, Yangtian Yan, Yefeng Zheng 0001   +6 more
openaire   +1 more source

Distribution-Regularized Federated Learning on Non-IID Data

2023 IEEE 39th International Conference on Data Engineering (ICDE), 2023
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang 0001   +6 more
openaire   +1 more source

FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples

Information Fusion, 2023
Fabio Giampaolo, Edoardo Prezioso, Diletta Chiaro   +2 more
exaly  

Towards Convergence in Federated Learning via Non-IID Analysis in a Distributed Solar Energy Grid

Electronics (Switzerland), 2023
Hyeongok Lee
exaly  

Federated Learning With Server Learning for Non-IID Data

2023 57th Annual Conference on Information Sciences and Systems (CISS), 2023
Van Sy Mai, Richard J. La, Tao Zhang 0005, Yuxuan Huang, Abdella Battou   +4 more
openaire   +1 more source

A Clustered Federated Learning Method of User Behavior Analysis Based on Non-IID Data

Electronics (Switzerland), 2023
Jianfei Zhang
exaly  

Non-IID Distributed Learning with Optimal Mixture Weights

2023
Jian Li 0040, Bojian Wei, Yong Liu 0018, Weiping Wang 0005   +3 more
openaire   +1 more source

Privacy-Enhanced Federated Learning for Non-IID Data

Mathematics, 2023
Shuhui Wu
exaly