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Related Questions
- What is the formula for the Expected Improvement (EI) acquisition function in Bayesian optimization?
- How does the EI acquisition function balance exploration and exploitation in Bayesian optimization?
- What are the assumptions required for the EI acquisition function to be used in Bayesian optimization?
- How does the EI acquisition function handle noisy or uncertain objective function evaluations in Bayesian optimization?
- Can the EI acquisition function be used with non-differentiable objective functions in Bayesian optimization?
- What are the advantages and disadvantages of using the EI acquisition function in Bayesian optimization?
- How does the EI acquisition function compare to other acquisition functions, such as the Probability of Improvement (PI) and the Upper Confidence Bound (UCB)?
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