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Related Questions
- How do random search and Bayesian optimization differ in terms of exploration-exploitation trade-off?
- Can you explain the concept of budget allocation in random search and Bayesian optimization?
- How does Bayesian optimization allocate its budget to optimize the objective function?
- What is the relationship between the budget and the number of iterations in random search and Bayesian optimization?
- How do the two methods handle the issue of limited budget in hyperparameter tuning?
- Can you provide an example of how Bayesian optimization would allocate its budget to optimize a specific objective function?
- How does the budget allocation strategy in Bayesian optimization impact the convergence rate of the optimization process?
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