PeFLL: Personalized Federated Learning by Learning to Learn.

This repository implements the PeFLL algorithm from the paper

PeFLL: Personalized Federated Learning by Learning to Learn [ICLR 2024].

Installation

• Required Packages are listed in requirements.txt

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To run PeFLL on CIFAR10 with 100 clients execute the following command

• Run: python train.py

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See train.py for the needed command line arguments to run different experiments.

Citation

@inproceedings{
scott2024pefll,
title={Pe{FLL}: Personalized Federated Learning by Learning to Learn},
author={Jonathan Scott and Hossein Zakerinia and Christoph H Lampert},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=MrYiwlDRQO}
}