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Related Questions
- What are the key factors to consider when selecting a surrogate model for Bayesian optimization?
- How does the choice of surrogate model impact the acquisition function in Bayesian optimization?
- Can you explain the relationship between the surrogate model's complexity and the acquisition function's performance?
- What are some common surrogate models used in Bayesian optimization and their corresponding acquisition functions?
- How does the choice of acquisition function influence the surrogate model's selection in Bayesian optimization?
- What are the trade-offs between using a simple or complex surrogate model in Bayesian optimization?
- Can you provide an example of how the choice of surrogate model affects the acquisition function in a real-world Bayesian optimization problem?
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