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Related Questions
- What are the key differences between Bayesian optimization and other global optimization methods?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- What are some common types of acquisition functions used in Bayesian optimization?
- Can you explain the concept of surrogates in Bayesian optimization and their role in the acquisition function?
- How does the acquisition function update its parameters during the optimization process?
- What are the trade-offs between different acquisition functions, and how do they impact the optimization process?
- Can you discuss the relationship between the acquisition function and the underlying probability distribution in Bayesian optimization?
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