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Related Questions
- What are the key components of the acquisition function in Bayesian optimization?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- What are some common acquisition functions used in Bayesian optimization and their characteristics?
- How does the acquisition function impact the overall performance of Bayesian optimization?
- What are some strategies to adapt the acquisition function to different problem domains?
- Can you explain the concept of exploration-exploitation trade-off in Bayesian optimization and how the acquisition function addresses it?
- How does the acquisition function handle noisy or uncertain objective functions in Bayesian optimization?
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