SplitFed Learning

SplitFed Learning is a combination of Federated Learning and Split Learning. I intends to provide the best of the both worlds. Here I have implemented the SplitFedLearning using MNIST dataset.

You can find the paper for SplitFed Learning below.

@misc{thapa2020splitfed,
      title={SplitFed: When Federated Learning Meets Split Learning}, 
      author={Chandra Thapa and M. A. P. Chamikara and Seyit Camtepe},
      year={2020},
      eprint={2004.12088},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}