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Related Questions
- What is the purpose of noise in the objective function in Bayesian optimization?
- How does noise in the objective function impact the performance of Bayesian optimization?
- What types of noise are commonly encountered in Bayesian optimization, and how are they handled?
- Can you explain the difference between aleatoric and epistemic uncertainty in Bayesian optimization, and how noise fits into this framework?
- How does the choice of noise model affect the performance of Bayesian optimization?
- Are there any techniques for reducing the impact of noise in the objective function in Bayesian optimization?
- Can you provide an example of a noise model used in Bayesian optimization and explain its role in the optimization process?
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