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Related Questions
- What is the primary purpose of a surrogate model in Bayesian optimization?
- How does a surrogate model differ from the actual objective function in Bayesian optimization?
- What are some common types of surrogate models used in Bayesian optimization?
- Can you explain the process of using a surrogate model in Bayesian optimization?
- How does the choice of surrogate model affect the performance of Bayesian optimization?
- What are some challenges associated with using surrogate models in Bayesian optimization?
- Can you provide an example of how a surrogate model is used in a real-world Bayesian optimization problem?
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