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Related Questions
- Can you elaborate on how incorporating domain knowledge into Bayesian optimization affects the choice of acquisition functions?
- How does domain knowledge influence the exploration-exploitation trade-off in Bayesian optimization?
- What are some common techniques for incorporating domain knowledge into Bayesian optimization to improve the acquisition function?
- Can you provide examples of how domain knowledge can be used to refine the exploration-exploitation trade-off in Bayesian optimization?
- How does incorporating domain knowledge into Bayesian optimization affect the balance between exploration and exploitation in the acquisition function?
- Can you discuss the role of domain knowledge in shaping the posterior distribution in Bayesian optimization?
- How can domain knowledge be used to inform the choice of hyperparameters for the acquisition function in Bayesian optimization?
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