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Related Questions
- How does Bayesian optimization handle uncertainty in hyperparameter tuning compared to random search?
- What are the key factors that influence the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the concept of acquisition functions in Bayesian optimization and their role in balancing exploration and exploitation?
- How does the choice of prior distribution in Bayesian optimization impact the exploration-exploitation balance?
- What are the potential drawbacks of using random search in terms of exploration-exploitation balance?
- In what scenarios is Bayesian optimization more suitable than random search in terms of exploration-exploitation balance?
- Can you discuss the relationship between the number of iterations and the exploration-exploitation balance in Bayesian optimization?
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