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Related Questions
- What are the common types of surrogate models used in Bayesian optimization?
- Can you explain the difference between Gaussian Process and Random Forest surrogate models?
- How do Neural Networks and Support Vector Machines compare as surrogate models in Bayesian optimization?
- What is the role of regression models in Bayesian optimization and what types are commonly used?
- How do you choose the right surrogate model for a specific Bayesian optimization problem?
- What are the trade-offs between different surrogate models in terms of accuracy and computational cost?
- Can you discuss the use of ensemble methods in surrogate modeling for Bayesian optimization?
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