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Related Questions
- What is the role of surrogate models in Bayesian optimization for hyperparameter tuning?
- How do surrogate models approximate the objective function in Bayesian optimization?
- What is the difference between a surrogate model and a surrogate function in Bayesian optimization?
- Can you explain the concept of model uncertainty in surrogate models and its impact on Bayesian optimization?
- How do surrogate models handle the curse of dimensionality in hyperparameter tuning?
- What is the trade-off between model complexity and accuracy in surrogate models for Bayesian optimization?
- Can you describe a scenario where a Gaussian process surrogate model would be more suitable than a random forest surrogate model for Bayesian optimization?
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