Instance-optimality in differential privacy via approximate inverse sensitivity mechanisms

Oct-3-2025, 18:12:24 GMT–Neural Information Processing Systems

We study and provide instance-optimal algorithms in differential privacy by extending and approximating the inverse sensitivity mechanism.

data mining, machine learning, mechanism, (19 more...)

Neural Information Processing Systems

Oct-3-2025, 18:12:24 GMT

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Country:
- Asia > Middle East
  - Jordan (0.04)
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- North America > Canada
  - Alberta (0.14)

Industry:
- Information Technology > Security & Privacy (1.00)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Statistical Learning (0.47)
    - Representation & Reasoning (0.94)
  - Data Science > Data Mining (0.93)
  - Security & Privacy (1.00)