ML Anthology

Differential Private Stochastic Optimization with Heavy-Tailed Data: Towards Optimal Rates

Puning Zhao, Jiafei Wu, Zhe Liu, Chong Wang, Rongfei Fan, Qingming Li
AAAI 2025 pp. 22795-22803
doi:10.1609/AAAI.V39I21.34440 /aaai/2025/zhao2025aaai-differential/
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Cite

Text

Zhao et al. "Differential Private Stochastic Optimization with Heavy-Tailed Data: Towards Optimal Rates." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I21.34440

Markdown

[Zhao et al. "Differential Private Stochastic Optimization with Heavy-Tailed Data: Towards Optimal Rates." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/zhao2025aaai-differential/) doi:10.1609/AAAI.V39I21.34440

BibTeX

@inproceedings{zhao2025aaai-differential,
  title     = {{Differential Private Stochastic Optimization with Heavy-Tailed Data: Towards Optimal Rates}},
  author    = {Zhao, Puning and Wu, Jiafei and Liu, Zhe and Wang, Chong and Fan, Rongfei and Li, Qingming},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {22795-22803},
  doi       = {10.1609/AAAI.V39I21.34440},
  url       = {https://mlanthology.org/aaai/2025/zhao2025aaai-differential/}
}