Optimal Unbiased Randomizers for Regression with Label Differential Privacy

Ashwinkumar Badanidiyuru Varadaraja, Badih Ghazi, Pritish Kamath, Ravi Kumar 0001, Ethan Leeman, Pasin Manurangsi, Avinash V. Varadarajan, Chiyuan Zhang. Optimal Unbiased Randomizers for Regression with Label Differential Privacy. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{VaradarajaGK0LM23,
  title = {Optimal Unbiased Randomizers for Regression with Label Differential Privacy},
  author = {Ashwinkumar Badanidiyuru Varadaraja and Badih Ghazi and Pritish Kamath and Ravi Kumar 0001 and Ethan Leeman and Pasin Manurangsi and Avinash V. Varadarajan and Chiyuan Zhang},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/bd5d436621dd3ee728b11c067d32d488-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/VaradarajaGK0LM23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}