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]

Authors

Ashwinkumar Badanidiyuru Varadaraja

This author has not been identified. Look up 'Ashwinkumar Badanidiyuru Varadaraja' in Google

Badih Ghazi

This author has not been identified. Look up 'Badih Ghazi' in Google

Pritish Kamath

This author has not been identified. Look up 'Pritish Kamath' in Google

Ravi Kumar 0001

This author has not been identified. Look up 'Ravi Kumar 0001' in Google

Ethan Leeman

This author has not been identified. Look up 'Ethan Leeman' in Google

Pasin Manurangsi

This author has not been identified. Look up 'Pasin Manurangsi' in Google

Avinash V. Varadarajan

This author has not been identified. Look up 'Avinash V. Varadarajan' in Google

Chiyuan Zhang

This author has not been identified. Look up 'Chiyuan Zhang' in Google