Leveraged volume sampling for linear regression

Michal Derezinski, Manfred K. K. Warmuth, Daniel J. Hsu

Nov-20-2025, 15:22:01 GMT–Neural Information Processing Systems

Surprisingly we show that volume sampling can have poor behavior when we require a very accurate approximation - indeed worse than some i.i.d.

artificial intelligence, leverage score, machine learning, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 15:22:01 GMT

Conferences PDF

Country:
- North America
  - Canada > Quebec
    - Montreal (0.04)
  - United States
    - California
      - Los Angeles County > Long Beach (0.04)
      - Santa Cruz County > Santa Cruz (0.04)
    - District of Columbia > Washington (0.04)
    - Massachusetts > Plymouth County
      - Hanover (0.04)
- Oceania > Australia
  - New South Wales > Sydney (0.04)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.42)