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Related Questions
- What is the acquisition function in Bayesian optimization and how does it relate to the uncertainty of the model?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- What are the different types of acquisition functions used in Bayesian optimization and their characteristics?
- How does the uncertainty of the model affect the choice of acquisition function in Bayesian optimization?
- What is the relationship between the acquisition function and the number of function evaluations required for convergence in Bayesian optimization?
- How does the acquisition function influence the trade-off between exploration and exploitation in Bayesian optimization?
- What are the implications of using different acquisition functions on the convergence rate of Bayesian optimization?
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