Meta-Surrogate Benchmarking for Hyperparameter Optimization

Aaron Klein, Zhenwen Dai, Frank Hutter, Neil Lawrence, Javier Gonzalez

Feb-11-2026, 09:07:52 GMT–Neural Information Processing Systems

The model combines aprobabilistic encoder withamulti-task model suchthatitcan generate inexpensive and realistic tasks of the class of problems of interest.

artificial intelligence, hutter, machine learning, (14 more...)

Neural Information Processing Systems

Feb-11-2026, 09:07:52 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Representation & Reasoning > Optimization (0.68)

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