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Related Questions
- What are the common strategies for adapting the acquisition function to handle changes in the search space?
- How does the acquisition function learn from new data and adjust its behavior accordingly?
- Can you provide examples of acquisition functions that can adapt to changes in the search space?
- How does the acquisition function balance exploration and exploitation in the presence of changing search spaces?
- What are the implications of a rigid acquisition function on optimization performance when the search space shifts?
- How can the acquisition function be modified to incorporate uncertainty estimates from the underlying model?
- What are the key factors that influence the adaptability of the acquisition function in dynamic search spaces?
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