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Related Questions
- How does noise affect the convergence rate of Bayesian optimization algorithms?
- Can you explain the concept of noise robustness in Bayesian optimization and its importance?
- What are some common sources of noise in Bayesian optimization, and how can they be mitigated?
- How does noise impact the choice of acquisition function in Bayesian optimization?
- Can you discuss the relationship between noise and the exploration-exploitation trade-off in Bayesian optimization?
- How can the effect of noise be reduced in Bayesian optimization using techniques such as data augmentation?
- What are some strategies for designing acquisition functions that are robust to noise in Bayesian optimization?
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