Globally optimal score-based learning of directed acyclic graphs in high-dimensions

Bryon Aragam, Arash Amini, Qing Zhou

Oct-2-2025, 12:28:13 GMT–Neural Information Processing Systems

This estimator has been the subject of extensive empirical inquiry [e.g.

artificial intelligence, dag, optimization problem, (13 more...)

Neural Information Processing Systems

Oct-2-2025, 12:28:13 GMT

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Country:
- North America > United States > California (0.28)

Genre:
- Research Report (0.68)

Industry:
- Health & Medicine (0.93)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning
    - Uncertainty (0.95)
    - Optimization (0.69)
  - Machine Learning
    - Statistical Learning (0.94)
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (1.00)

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Globally optimal score-based learning of directed acyclic graphs in high-dimensions

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