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Related Questions
- What are the key factors that influence the shape and structure of the objective function in Bayesian optimization?
- How does Bayesian optimization handle non-convex objective functions?
- Can you explain the role of the acquisition function in adapting to the objective function's shape and structure?
- How does Bayesian optimization balance exploration and exploitation when the objective function has multiple local optima?
- What is the impact of the prior distribution on the adaptation of Bayesian optimization to the objective function's shape and structure?
- Can you discuss the relationship between the optimization budget and the adaptability of Bayesian optimization to the objective function's shape and structure?
- How does Bayesian optimization adapt to changes in the objective function's shape and structure over time?
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