Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization

Aurélien Bellet, Edwige Cyffers, Davide Frey, Romaric Gaudel, Dimitri Lerévérend, François Taïani

October 2025

arxiv code url

Bibtex

@misc{bellet2025unifiedprivacyguaranteesdecentralized,
      title={Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization}, 
      author={Aurélien Bellet and Edwige Cyffers and Davide Frey and Romaric Gaudel and Dimitri Lerévérend and François Taïani},
      year={2025},
      eprint={2510.17480},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2510.17480}, 
}