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Related Questions
- What are the key differences between acquisition functions in Bayesian optimization, and how do they affect the number of function evaluations?
- How does the choice of acquisition function impact the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the relationship between the acquisition function and the uncertainty of the posterior distribution in Bayesian optimization?
- How does the acquisition function choice influence the convergence rate of Bayesian optimization?
- What are the implications of using different acquisition functions on the robustness of Bayesian optimization to noise and outliers?
- Can you discuss the role of acquisition functions in handling high-dimensional search spaces in Bayesian optimization?
- How does the choice of acquisition function impact the interpretability of the results in Bayesian optimization?
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