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Related Questions
- What is the role of the acquisition function in Bayesian optimization?
- Can you provide a step-by-step example of using the acquisition function in a Bayesian optimization algorithm?
- How does the acquisition function balance exploration and exploitation in Bayesian optimization?
- What are some common types of acquisition functions used in Bayesian optimization?
- How does the acquisition function impact the convergence of the Bayesian optimization algorithm?
- Can you provide an example of using the acquisition function in a real-world optimization problem, such as hyperparameter tuning?
- How does the choice of acquisition function affect the performance of the Bayesian optimization algorithm?
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