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Related Questions
- How does the expected improvement acquisition function influence the budget allocation in Bayesian optimization?
- Can you explain the concept of entropy search and its application in adaptive budget allocation?
- What is the role of the probability of improvement acquisition function in budget allocation for Bayesian optimization?
- How does the knowledge gradient algorithm adaptively allocate the budget across multiple evaluations?
- Can you discuss the trade-off between exploration and exploitation in budget allocation for Bayesian optimization?
- What is the impact of the number of evaluations on the budget allocation strategy in Bayesian optimization?
- How can the expected loss acquisition function be used to adaptively allocate the budget across multiple evaluations?
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