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Related Questions
- Can Bayesian optimization handle objective functions with high dimensional spaces?
- How does Bayesian optimization adapt to noisy objective functions compared to random search?
- What are the key differences in handling noise in objective functions between Bayesian optimization and random search?
- Can Bayesian optimization outperform random search in scenarios with noisy objective functions?
- What techniques does Bayesian optimization use to mitigate the impact of noisy objective functions?
- How does the choice of acquisition function affect Bayesian optimization's performance on noisy objective functions?
- Can Bayesian optimization be used for black-box optimization of noisy objective functions with unknown noise models?
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