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Related Questions
- How does Bayesian optimization handle the curse of dimensionality compared to grid search?
- Can Bayesian optimization be parallelized more efficiently than grid search?
- What is the typical computational cost of a single iteration in Bayesian optimization versus grid search?
- How do the number of iterations and sample size affect the computational efficiency of Bayesian optimization versus grid search?
- Can Bayesian optimization reduce the number of required hyperparameter evaluations compared to grid search?
- How does the choice of acquisition function impact the computational efficiency of Bayesian optimization?
- What is the trade-off between exploration and exploitation in Bayesian optimization in terms of computational efficiency?
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