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Related Questions
- How can I optimize the acquisition function to reduce the impact of noise on Bayesian optimization convergence?
- Which noise models should I use to estimate the noise in the objective function during Bayesian optimization?
- What are some techniques to regularize the posterior distribution in Bayesian optimization to mitigate the effect of noise?
- Can I use ensemble methods to combine multiple noisy evaluations to improve the robustness of Bayesian optimization?
- How can I use early stopping or other termination criteria to reduce the impact of noise on Bayesian optimization convergence?
- What is the effect of noise on the exploration-exploitation trade-off in Bayesian optimization, and how can I mitigate it?
- Can I use Bayesian optimization with robust optimization techniques, such as robust least squares, to handle noisy objective functions?
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