Differentially Private Learning with Per-Sample Adaptive Clipping

Tianyu Xia, Shuheng Shen, Su Yao, Xinyi Fu, Ke Xu 0002, Xiaolong Xu, Xing Fu. Differentially Private Learning with Per-Sample Adaptive Clipping. In Brian Williams 0001, Yiling Chen 0001, Jennifer Neville, editors, Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023. pages 10444-10452, AAAI Press, 2023. [doi]

@inproceedings{XiaSYF0XF23,
  title = {Differentially Private Learning with Per-Sample Adaptive Clipping},
  author = {Tianyu Xia and Shuheng Shen and Su Yao and Xinyi Fu and Ke Xu 0002 and Xiaolong Xu and Xing Fu},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26242},
  researchr = {https://researchr.org/publication/XiaSYF0XF23},
  cites = {0},
  citedby = {0},
  pages = {10444-10452},
  booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023},
  editor = {Brian Williams 0001 and Yiling Chen 0001 and Jennifer Neville},
  publisher = {AAAI Press},
  isbn = {978-1-57735-880-0},
}