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Related Questions
- What are some common pitfalls in defining acquisition functions for Bayesian optimization in high-dimensional spaces?
- How do acquisition functions handle the curse of dimensionality in optimization problems?
- What are some strategies to overcome the loss of interpretability when using acquisition functions in high-dimensional spaces?
- Can you explain the impact of dimensionality on the performance of acquisition functions in optimization problems?
- How do acquisition functions balance exploration and exploitation in high-dimensional optimization problems?
- What are some common challenges in selecting the right acquisition function for a specific high-dimensional optimization problem?
- How do acquisition functions handle the trade-off between exploration and exploitation in the presence of multiple local optima in high-dimensional spaces?
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