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Related Questions
- What are the key factors that influence the choice of acquisition function in Bayesian optimization?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- Can you explain the difference between expected improvement and probability of improvement acquisition functions?
- How does the acquisition function impact the convergence rate of Bayesian optimization?
- What are the common pitfalls to avoid when selecting an acquisition function for Bayesian optimization?
- Can you discuss the relationship between the acquisition function and the choice of surrogate model in Bayesian optimization?
- How does the acquisition function affect the robustness of Bayesian optimization to noise and uncertainty?
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