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Related Questions
- What are the key components of Bayesian optimization that enable budget allocation?
- How does budget allocation in Bayesian optimization help reduce the computational cost of expensive function evaluations?
- Can you provide an example of a scenario where budget allocation is particularly useful in Bayesian optimization?
- How does the choice of acquisition function impact the allocation of budget in Bayesian optimization?
- What are some common techniques used to allocate budget in Bayesian optimization, and how do they differ from one another?
- Can you explain the concept of 'budget' in Bayesian optimization, and how it relates to the number of function evaluations?
- How can budget allocation in Bayesian optimization be used to balance exploration and exploitation in expensive optimization problems?
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