Fast structure learning with modular regularization

Greg Ver Steeg, Hrayr Harutyunyan, Daniel Moyer, Aram Galstyan

Nov-19-2025, 07:50:00 GMT–Neural Information Processing Systems

We also use our approach for estimating covariance structure for a number of real-world datasets and show that it consistently outperforms state-of-the-art estimators at a fraction of the computational cost.

artificial intelligence, factor model, machine learning, (16 more...)

Neural Information Processing Systems

Nov-19-2025, 07:50:00 GMT

Conferences PDF

Country:
- North America
  - Canada (0.04)
  - United States > California
    - Monterey County > Marina (0.05)

Industry:
- Banking & Finance > Trading (0.94)
- Energy (0.69)
- Health & Medicine > Pharmaceuticals & Biotechnology (0.68)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning
      - Learning Graphical Models (0.64)
      - Statistical Learning (1.00)
    - Representation & Reasoning (0.93)
  - Data Science (1.00)

Duplicate Docs Excel Report

Title
Fast structure learning with modular regularization

Similar Docs Excel Report more

Title	Similarity	Source
None found