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Related Questions
- How does noise impact the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the effect of noise on the convergence rate of Bayesian optimization algorithms in high-dimensional spaces?
- How does noise affect the performance of acquisition functions in Bayesian optimization?
- What are some strategies to mitigate the impact of noise on Bayesian optimization in high-dimensional spaces?
- Can you discuss the relationship between noise and the choice of hyperparameters in Bayesian optimization?
- How does noise influence the convergence of Bayesian optimization algorithms to the global optimum?
- What are some common noise models used in Bayesian optimization and how do they affect convergence?
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