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Related Questions
- What is the primary goal of an acquisition function in Bayesian optimization?
- How does the acquisition function balance exploration and exploitation in hyperparameter tuning?
- Can you explain the difference between expected improvement and probability of improvement acquisition functions?
- How does the choice of acquisition function impact the convergence rate of Bayesian optimization?
- In what scenarios is the entropy search acquisition function more effective than others?
- How does the acquisition function interact with the surrogate model in Bayesian optimization?
- What are some common challenges in designing an effective acquisition function for hyperparameter tuning?
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