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Related Questions
- What are the key differences between Gaussian processes and random forests in Bayesian optimization?
- How do Gaussian processes and random forests contribute to the acquisition function in Bayesian optimization?
- Can you explain the role of exploration-exploitation trade-off in Bayesian optimization using Gaussian processes and random forests?
- How do Gaussian processes and random forests handle high-dimensional search spaces in Bayesian optimization?
- What are the advantages and disadvantages of using Gaussian processes versus random forests in Bayesian optimization?
- How do Gaussian processes and random forests interact with the acquisition function in terms of uncertainty estimation?
- Can you provide an example of a scenario where Gaussian processes perform better than random forests in Bayesian optimization, and vice versa?
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