Analytic-Federated-Learning

This repo will be continually updating analytic federated learning methods.

Dual Branch

We have a dual branch at "Analytic Continual Learning."

Dummy Data Validation

Currently, we have released the dummy data validation code for the Analytic Federated Learning (https://arxiv.org/abs/2405.16240). You can use this code and implement it in your own research.

More detailed codes will be available later.

Cite Our Paper

@misc{zhuang2024analytic,
      title={Analytic Federated Learning}, 
      author={Huiping Zhuang and Run He and Kai Tong and Di Fang and Han Sun and Haoran Li and Tianyi Chen and Ziqian Zeng},
      year={2024},
      eprint={2405.16240},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}