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Related Questions
- What is the exploration-exploitation trade-off in Bayesian optimization and how does it impact the optimization process?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- Can you provide an example of a scenario where the exploration-exploitation trade-off is crucial in Bayesian optimization?
- What are the consequences of over-exploration versus over-exploitation in Bayesian optimization?
- How does the choice of acquisition function affect the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the concept of 'elbow point' in Bayesian optimization and how it relates to the exploration-exploitation trade-off?
- How does Bayesian optimization's ability to learn from past evaluations address the exploration-exploitation trade-off?
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