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Related Questions
- How do entropy-based acquisition functions balance exploration and exploitation in Bayesian optimization?
- Can you explain the relationship between entropy and uncertainty in Bayesian optimization?
- What are the key differences between entropy-based and probability-based acquisition functions in terms of optimization behavior?
- How do entropy-based acquisition functions handle high-dimensional search spaces compared to probability-based acquisition functions?
- What are the computational costs associated with using entropy-based acquisition functions versus probability-based acquisition functions?
- Can you provide examples of scenarios where entropy-based acquisition functions outperform probability-based acquisition functions?
- How do entropy-based acquisition functions handle noisy or missing data in Bayesian optimization compared to probability-based acquisition functions?
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