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Related Questions
- What is the optimal number of iterations for Bayesian optimization in terms of finding the global optimum?
- How does the number of iterations affect the trade-off between exploration and exploitation in Bayesian optimization?
- Can you explain the relationship between the number of iterations and the accuracy of the optimal solution found by Bayesian optimization?
- What is the impact of early stopping on the exploration-exploitation trade-off in Bayesian optimization?
- How does the choice of acquisition function, such as EI or UCB, influence the number of iterations needed to achieve a good balance between exploration and exploitation?
- What is the effect of the budget on the number of iterations in Bayesian optimization, and how does it impact the exploration-exploitation trade-off?
- Can you discuss the importance of considering the convergence criteria and the stopping criteria in Bayesian optimization, and how they relate to the number of iterations?
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