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Related Questions
- What are some common techniques for handling noisy objective functions in Bayesian optimization?
- How can I use ensemble methods to improve the robustness of Bayesian optimization against noisy objective functions?
- What is the role of regularization in Bayesian optimization, and how can it help mitigate the effects of noisy objective functions?
- Can you explain the concept of 'acquisition function' in Bayesian optimization and how it relates to noisy objective functions?
- How can I use multi-fidelity optimization to handle noisy objective functions in Bayesian optimization?
- What are some common strategies for selecting the right hyperparameters for Bayesian optimization when dealing with noisy objective functions?
- Can you discuss the trade-offs between exploration and exploitation in Bayesian optimization, and how they relate to noisy objective functions?
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