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Related Questions
- What is the purpose of the Expected Improvement acquisition function in Bayesian optimization?
- How does the Expected Improvement acquisition function balance exploration and exploitation?
- Can you give an example of a scenario where the Expected Improvement acquisition function would be preferred over other acquisition functions?
- How does the Expected Improvement acquisition function handle noisy or uncertain objective functions?
- What are the key differences between Expected Improvement and Probability of Improvement acquisition functions?
- Can you explain how the Expected Improvement acquisition function is used in hyperparameter tuning?
- How does the Expected Improvement acquisition function adapt to changing objective functions or environments?
- What are the advantages and disadvantages of using the Expected Improvement acquisition function in Bayesian optimization?
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