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Related Questions
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- Can you explain the relationship between the acquisition function and the probability of improvement in Bayesian optimization?
- What are the common types of acquisition functions used in Bayesian optimization for hyperparameter tuning?
- How does the acquisition function adapt to changing objective functions in Bayesian optimization?
- Can you discuss the trade-off between the exploration and exploitation of the acquisition function in Bayesian optimization?
- What is the role of the acquisition function in handling noisy objective functions in Bayesian optimization?
- How does the acquisition function interact with the surrogate model in Bayesian optimization for hyperparameter tuning?
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