Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification Jan Schuchardt

Feb-16-2026, 14:40:16 GMT–Neural Information Processing Systems

Our tight mechanism-specific bounds outperform tight mechanism-agnostic bounds and classic group privacy results.

artificial intelligence, machine learning, mechanism, (19 more...)

Neural Information Processing Systems

Feb-16-2026, 14:40:16 GMT

Conferences PDF

Country:
- Europe > Germany
  - Bavaria
    - Middle Franconia > Nuremberg (0.04)
    - Upper Bavaria > Munich (0.04)
- North America (0.13)

Genre:
- Research Report
  - Experimental Study (0.92)
  - New Finding (1.00)

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

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Neural Networks > Deep Learning (0.45)
      - Statistical Learning (0.67)
    - Representation & Reasoning (1.00)
  - Data Science (0.67)
  - Security & Privacy (1.00)

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Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification Jan Schuchardt

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