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Related Questions
- What are the key factors that contribute to the effectiveness of Bayesian optimization in terms of reliability and robustness?
- Can you discuss the trade-off between the size of the budget and the accuracy of the results in Bayesian optimization?
- How does the choice of acquisition function impact the reliability and robustness of Bayesian optimization with limited budget?
- What are some techniques to improve the reliability and robustness of Bayesian optimization with a smaller budget?
- Can you explain the concept of budget allocation in Bayesian optimization and how it affects the reliability of the results?
- How does the use of surrogate models influence the reliability and robustness of Bayesian optimization with a limited budget?
- What are some strategies to adapt Bayesian optimization to handle noisy and uncertain objective functions with a smaller budget?
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