Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms

This is code associated with the papers:

Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms Zeyu Ding, Yuxin Wang, Danfeng Zhang, Daniel Kifer in PVLDB 2019

and

Free Gap Estimates from the Exponential Mechanism, Sparse Vector, Noisy Max and Related Algorithms Zeyu Ding, Yuxin Wang, Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer in VLDB Journal 2023

Citation

Kifer, Daniel (2022). Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms [Data set]. Scholarsphere.

Files

  • freegap.zip

    size: 21.5 KB | mime_type: application/zip | date: 2023-06-19 | sha256: 62f6c5f

Metadata

Work Title Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms
Access
Open Access
Creators
  1. Daniel Kifer
License MIT License
Work Type Software Or Program Code
Acknowledgments
  1. Primary Developers: Yuxin Wang, Zeyu Ding, Guanhong Wang, Yingtai Xiao
Publication Date 2022
Deposited June 19, 2023

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Version 1
published

  • Created
  • Updated
  • Updated Acknowledgments Show Changes
    Acknowledgments
    • Primary Developers: Yuxin Wang, Zeyu Ding, Guanhong Wang, Yingtai Xiao
  • Added Creator Daniel Kifer
  • Added freegap.zip
  • Updated License Show Changes
    License
    • https://opensource.org/licenses/MIT
  • Published
  • Updated