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Related Questions
- How does Bayesian optimization balance exploration and exploitation?
- What is the key difference in exploration-exploitation trade-off between Bayesian optimization and random search?
- Can you provide a scenario where Bayesian optimization excels over random search in terms of exploration-exploitation trade-off?
- How does the Gaussian process in Bayesian optimization affect the exploration-exploitation trade-off?
- In what situations would you recommend using random search over Bayesian optimization for the exploration-exploitation trade-off?
- Can you compare the convergence rates of Bayesian optimization and random search in terms of exploration-exploitation trade-off?
- How does the dimensionality of the search space impact the exploration-exploitation trade-off between Bayesian optimization and random search?
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