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Related Questions
- What are the advantages of using a simple surrogate model in Bayesian optimization over a complex one?
- How does the choice of surrogate model complexity impact the computational cost in Bayesian optimization?
- In what scenarios is it beneficial to use a complex surrogate model in Bayesian optimization?
- What are the potential downsides of using a simple surrogate model in Bayesian optimization?
- How does the accuracy of the surrogate model affect the overall performance of Bayesian optimization?
- Can simple surrogate models be used effectively for high-dimensional optimization problems?
- What are the trade-offs between surrogate model accuracy and computational efficiency in Bayesian optimization?
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