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Related Questions
- How does the noise level in the objective function affect the choice of acquisition function in Bayesian optimization?
- Can you explain the relationship between noise level and the trade-off between exploration and exploitation in Bayesian optimization?
- How does the acquisition function adapt to different noise levels in the objective function?
- What are the implications of high noise levels in the objective function on the choice of acquisition function?
- Can you discuss the impact of noise level on the convergence rate of Bayesian optimization?
- How does the choice of acquisition function affect the sensitivity to noise level in the objective function?
- Can you provide examples of acquisition functions that are robust to high noise levels in the objective function?
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