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Related Questions
- In which scenarios does random search excel over Bayesian optimization for exploration-exploitation trade-off?
- When does random search become the preferred choice for handling exploration-exploitation trade-offs?
- What conditions favor the use of random search over Bayesian optimization in handling the exploration-exploitation dilemma?
- Under what circumstances does Bayesian optimization's overhead make random search a more suitable choice?
- How does the dimensionality of the search space influence the suitability of random search versus Bayesian optimization?
- When is the simplicity and efficiency of random search more important than the adaptability of Bayesian optimization?
- In what cases does the reduced computational cost of random search outweigh the potential benefits of Bayesian optimization's adaptive sampling?
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