From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning

Edwige Cyffers, Aurélien Bellet, Debabrota Basu

International Conference on Machine Learning (ICML), pages 6683–6711, June 2023

arxiv code slides url
Profile image

Bibtex

@article{cyffers2023noisy,
  title        = {From noisy fixed-point iterations to private ADMM for centralized and federated learning},
  author       = {Cyffers, Edwige and Bellet, Aur{\'e}lien and Basu, Debabrota},
  journal    = {International Conference on Machine Learning (ICML)},
  pages        = {6683--6711},
  year         = {2023},
  organization = {PMLR},
  eprint={https://arxiv.org/abs/2302.12559},
  url={https://github.com/totilas/padadmm}
}