DP-PCA: Statistically Optimal and Differentially Private PCA

Mar-27-2025, 15:23:52 GMT–Neural Information Processing Systems

We study the canonical statistical task of computing the principal component from n i.i.d.

artificial intelligence, data mining, machine learning, (16 more...)

Neural Information Processing Systems

Mar-27-2025, 15:23:52 GMT

Conferences PDF

Country:
- North America > United States (0.46)

Genre:
- Research Report > Experimental Study (0.46)

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

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