Federated Cubic Regularized Newton Learning with sparsification-amplified differential privacy

Wei Huo, Changxin Liu 0001, Kemi Ding, Karl Henrik Johansson, Ling Shi 0001. Federated Cubic Regularized Newton Learning with sparsification-amplified differential privacy. Automatica, 183:112531, 2026. [doi]

@article{HuoLDJS26,
  title = {Federated Cubic Regularized Newton Learning with sparsification-amplified differential privacy},
  author = {Wei Huo and Changxin Liu 0001 and Kemi Ding and Karl Henrik Johansson and Ling Shi 0001},
  year = {2026},
  doi = {10.1016/j.automatica.2025.112531},
  url = {https://doi.org/10.1016/j.automatica.2025.112531},
  researchr = {https://researchr.org/publication/HuoLDJS26},
  cites = {0},
  citedby = {0},
  journal = {Automatica},
  volume = {183},
  pages = {112531},
}