Private Learning of Halfspaces: Simplifying the Construction and Reducing the Sample Complexity

Haim Kaplan, Yishay Mansour, Uri Stemmer, Eliad Tsfadia. Private Learning of Halfspaces: Simplifying the Construction and Reducing the Sample Complexity. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{KaplanMST20,
  title = {Private Learning of Halfspaces: Simplifying the Construction and Reducing the Sample Complexity},
  author = {Haim Kaplan and Yishay Mansour and Uri Stemmer and Eliad Tsfadia},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/a08e32d2f9a8b78894d964ec7fd4172e-Abstract.html},
  researchr = {https://researchr.org/publication/KaplanMST20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}