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Related Questions
- How do you adapt the acquisition function to changing objective functions over time?
- What are the key considerations when dealing with non-stationary objective functions in Bayesian optimization?
- Can you provide examples of acquisition functions that can handle non-stationary objective functions?
- How does the choice of acquisition function impact the performance of Bayesian optimization for non-stationary objectives?
- Are there any techniques for online adaptation of the acquisition function to handle non-stationary objective functions?
- Can you discuss the trade-offs between exploration and exploitation in the context of non-stationary objective functions?
- How does the presence of noise in the objective function impact the choice of acquisition function for non-stationary objectives?
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