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Related Questions
- What are the key differences between expected improvement and probability of improvement acquisition functions in Bayesian optimization?
- How does the choice of acquisition function influence the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the concept of intrinsic and extrinsic objective functions in Bayesian optimization and how they are used?
- How does the choice of objective function impact the convergence rate of Bayesian optimization algorithms?
- What are the implications of using a non-convex objective function in Bayesian optimization?
- How does the choice of objective function affect the robustness of Bayesian optimization to noisy evaluations?
- Can you compare and contrast the use of mean and median objective functions in Bayesian optimization?
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