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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 Expected Improvement acquisition function balance exploration and exploitation in Bayesian optimization?
- Can you provide an example of when to use the Expected Improvement acquisition function over other acquisition functions in Bayesian optimization?
- What are the computational requirements for calculating the Expected Improvement acquisition function in Bayesian optimization?
- How does the Expected Improvement acquisition function handle noisy or uncertain objective function evaluations in Bayesian optimization?
- What are the advantages of using the Expected Improvement acquisition function over other acquisition functions in Bayesian optimization?
- Can you explain the relationship between the Expected Improvement acquisition function and the UCB acquisition function in Bayesian optimization?
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