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Related Questions
- What are the key factors that affect the convergence of Bayesian optimization?
- How does the choice of acquisition function impact the performance of the surrogate model?
- What is the relationship between the number of iterations and the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the concept of surrogate model overfitting and how it relates to the number of iterations?
- How does the surrogate model's accuracy improve with the increase in the number of iterations?
- What are some common methods for early stopping in Bayesian optimization to avoid overfitting?
- How does the number of iterations affect the computational cost of Bayesian optimization?
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