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Related Questions
- How can domain knowledge be used to inform the choice of acquisition function in Bayesian optimization?
- Can you provide examples of how domain knowledge can be used to select the optimal acquisition function for a specific problem?
- How does domain knowledge influence the choice of acquisition function in Bayesian optimization, and what are some common pitfalls to avoid?
- Can you give an example of how knowledge of the problem's structure can be used to choose an acquisition function that balances exploration and exploitation?
- How can domain knowledge be used to select an acquisition function that is robust to noise or uncertainty in the objective function?
- Can you provide an example of how prior knowledge about the problem's parameters can be used to inform the choice of acquisition function?
- How does domain knowledge impact the choice of acquisition function in high-dimensional optimization problems?
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