This is the repository of our article published in NeurIPS 2024 "FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation".
We recommend you to use anaconda to run this Repo with python=3.8, then you should pip3 install requirements.txt.
Please refer to the scripts folder, all the tables and figures of experiments we do is using the bash script in this folder.
Please cite the following paper if you find our work contributes to yours in any way:
@article{liu2024fedlpa,
title={FedLPA: Personalized One-shot Federated Learning with Layer-Wise Posterior Aggregation},
author={Liu, Xiang and Liu, Liangxi and Ye, Feiyang and Shen, Yunheng and Li, Xia and Jiang, Linshan and Li, Jialin},
journal={Advances in neural information processing systems},
year={2024}
}