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Related Questions
- What is the typical convergence rate of Bayesian optimization compared to grid search?
- Can you provide a mathematical comparison of the convergence rates of Bayesian optimization and grid search?
- How does the choice of acquisition function in Bayesian optimization affect its convergence rate?
- What are some common scenarios where Bayesian optimization outperforms grid search in terms of convergence rate?
- Can you provide a numerical example illustrating the difference in convergence rates between Bayesian optimization and grid search?
- How does the dimensionality of the search space impact the convergence rate of Bayesian optimization versus grid search?
- Are there any hyperparameters in Bayesian optimization that can be tuned to improve its convergence rate compared to grid search?
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