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Related Questions
- What is the primary goal of Bayesian optimization, and how does it relate to the exploration-exploitation trade-off?
- How does the choice of iteration count influence the trade-off between exploration and exploitation in Bayesian optimization?
- What are the potential consequences of an insufficient number of iterations in Bayesian optimization, and how might it impact the exploration-exploitation balance?
- How can the iteration count be optimized to achieve a suitable balance between exploration and exploitation in Bayesian optimization?
- What role does the acquisition function play in determining the exploration-exploitation trade-off in Bayesian optimization, and how does it relate to the iteration count?
- Can you provide some examples of scenarios where a higher iteration count is beneficial for achieving a better exploration-exploitation balance in Bayesian optimization?
- How does the choice of kernel function in Bayesian optimization affect the exploration-exploitation trade-off, and what impact might it have on the iteration count?
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