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Related Questions
- What are the key factors that influence the trade-off between exploration and exploitation in Bayesian optimization?
- How does the choice of acquisition function impact the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the concept of 'exploration' in Bayesian optimization, and provide examples of exploration strategies?
- What are the implications of insufficient exploration in Bayesian optimization, and how can it lead to suboptimal results?
- How does Bayesian optimization balance exploration and exploitation in the presence of noisy or uncertain objective functions?
- What are some common pitfalls to avoid when tuning the exploration-exploitation trade-off in Bayesian optimization?
- Can you discuss the relationship between exploration and exploitation in Bayesian optimization and the concept of 'optimism' in non-convex optimization?
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