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Related Questions
- What is the main purpose of using surrogate models in Bayesian optimization?
- How do surrogate models help in reducing the dimensionality of the search space in Bayesian optimization?
- What are some common types of surrogate models used in Bayesian optimization, and their advantages and disadvantages?
- Can you explain the concept of 'surrogate' in the context of Bayesian optimization?
- How do surrogate models handle high-dimensional search spaces in Bayesian optimization?
- What is the difference between a surrogate model and an emulator in the context of Bayesian optimization?
- Can you provide an example of how a surrogate model can be used to optimize a complex function in Bayesian optimization?
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