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Related Questions
- How does the choice of surrogate model impact the exploration-exploitation trade-off in Bayesian optimization?
- Can you provide a real-world example of how a Gaussian process model differs from a random forest model in Bayesian optimization?
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- Can you explain the concept of 'surrogate model' in the context of Bayesian optimization and its importance?
- How does the choice of surrogate model impact the interpretability of Bayesian optimization results?
- What are the common pitfalls to avoid when selecting a surrogate model for Bayesian optimization?
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