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Related Questions
- Can you explain how epistemic uncertainty affects the balance between exploration and exploitation in Bayesian optimization?
- How does epistemic uncertainty impact the choice of acquisition functions in Bayesian optimization?
- What are the implications of high epistemic uncertainty on the convergence of Bayesian optimization algorithms?
- How can epistemic uncertainty be used to guide the exploration-exploitation trade-off in Bayesian optimization?
- What is the relationship between epistemic uncertainty and the variance of the acquisition function in Bayesian optimization?
- Can you discuss how epistemic uncertainty affects the robustness of Bayesian optimization to noisy observations?
- How does epistemic uncertainty impact the choice of kernel functions in Bayesian optimization with Gaussian processes?
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