Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning

Valerio Perrone, Huibin Shen, Matthias W. Seeger, Cedric Archambeau, Rodolphe Jenatton

Feb-12-2026, 13:17:12 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

bayesian optimization, optimization, search space, (15 more...)

Neural Information Processing Systems

Feb-12-2026, 13:17:12 GMT

Conferences PDF

Country:
- Europe
  - Germany > Berlin (0.04)
  - United Kingdom > England
    - Cambridgeshire > Cambridge (0.04)
- North America > Canada
  - British Columbia > Metro Vancouver Regional District > Vancouver (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Neural Networks (1.00)
    - Statistical Learning (1.00)
  - Representation & Reasoning
    - Optimization (1.00)
    - Search (0.74)

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Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning

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