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Related Questions
- What are the different types of acquisition functions used in Bayesian optimization?
- How does the Expected Improvement (EI) acquisition function handle uncertainty in Bayesian optimization?
- What is the role of the probability of improvement (PI) acquisition function in Bayesian optimization?
- Can you explain the Thompson sampling acquisition function and its application in Bayesian optimization?
- How does the upper confidence bound (UCB) acquisition function balance exploration and exploitation in Bayesian optimization?
- What is the difference between the EI and PI acquisition functions in terms of handling uncertainty?
- How can the acquisition function be modified to handle multi-objective optimization problems in Bayesian optimization?
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