Instance-optimal Mean Estimation Under Differential Privacy

Aug-17-2025, 20:03:10 GMT–Neural Information Processing Systems

Mean estimation under differential privacy is a fundamental problem, but worst-case optimal mechanisms do not offer meaningful utility guarantees in practice when the global sensitivity is very large.

artificial intelligence, machine learning, mechanism, (15 more...)

Neural Information Processing Systems

Aug-17-2025, 20:03:10 GMT

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Country:
- Asia
  - China > Hong Kong (0.04)
  - Middle East > Jordan (0.04)

Genre:
- Research Report > New Finding (0.46)

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

Technology:
- Information Technology
  - Artificial Intelligence > Machine Learning (1.00)
  - Security & Privacy (1.00)