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Related Questions
- What are the key differences in computational cost between Bayesian optimization and random search?
- How does the acquisition function in Bayesian optimization impact the number of iterations required?
- Can you explain the concept of 'informed' sampling in Bayesian optimization and how it affects computational cost?
- How does the number of iterations in Bayesian optimization compare to random search for a fixed computational budget?
- What role does the choice of kernel function play in determining the computational cost of Bayesian optimization?
- Can you discuss the trade-offs between exploration and exploitation in Bayesian optimization and how they impact computational cost?
- How does the dimensionality of the search space affect the computational cost of Bayesian optimization compared to random search?
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