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Related Questions
- What is the exploration-exploitation trade-off in Bayesian optimization, and how does it impact the search for the optimal solution?
- How does the concept of regret in Bayesian optimization relate to the exploration-exploitation trade-off?
- What are some common methods used to balance exploration and exploitation in Bayesian optimization?
- Can you explain the concept of regret in Bayesian optimization, and how it is calculated?
- How does the choice of acquisition function impact the exploration-exploitation trade-off in Bayesian optimization?
- What are some common scenarios where the exploration-exploitation trade-off is particularly challenging in Bayesian optimization?
- How can regret be used as a performance metric to evaluate the effectiveness of Bayesian optimization algorithms?
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