Scalable Global Optimization via Local Bayesian Optimization

David Eriksson, Michael Pearce, Jacob Gardner, Ryan D. Turner, Matthias Poloczek

Feb-12-2026, 12:27:25 GMT–Neural Information Processing Systems

To overcome these challenges, we adopt alocal strategy for BO.

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

Neural Information Processing Systems

Feb-12-2026, 12:27:25 GMT

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Country:
- North America
  - United States (0.14)
  - Canada > British Columbia
    - Metro Vancouver Regional District > Vancouver (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Representation & Reasoning > Optimization (0.71)

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