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Related Questions
- What are the key differences between entropy-based and probability-based acquisition functions in Bayesian optimization?
- How does the choice of entropy-based acquisition function impact the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the relationship between entropy-based acquisition functions and the underlying probability distribution in Bayesian optimization?
- What are some common use cases where entropy-based acquisition functions are preferred over probability-based acquisition functions?
- How do entropy-based acquisition functions handle multi-modal objective functions in Bayesian optimization?
- What are some challenges associated with using entropy-based acquisition functions in high-dimensional search spaces?
- Can you provide examples of entropy-based acquisition functions used in real-world Bayesian optimization applications?
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