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Related Questions
- What is the role of Gaussian processes in modeling uncertainty in Bayesian optimization?
- How do random forests contribute to the acquisition function in Bayesian optimization?
- Can you explain the concept of exploration-exploitation trade-off in Bayesian optimization and how Gaussian processes and random forests help with it?
- How do Gaussian processes and random forests handle high-dimensional spaces in Bayesian optimization?
- What is the difference between the predictive distribution and the acquisition function in Bayesian optimization?
- Can you provide an example of how Gaussian processes and random forests can be used together in a Bayesian optimization workflow?
- How do the hyperparameters of Gaussian processes and random forests affect the performance of the acquisition function in Bayesian optimization?
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