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Related Questions
- How does Bayesian optimization adapt to changing objective functions compared to random search?
- What are the key hyperparameters that affect the exploration-exploitation trade-off in Bayesian optimization?
- Can you explain the concept of 'acquisition function' in Bayesian optimization and its role in exploration-exploitation?
- How does the use of a probabilistic model in Bayesian optimization impact the exploration-exploitation trade-off?
- What are the differences in exploration-exploitation strategies between Bayesian optimization and random search for high-dimensional optimization problems?
- How does the choice of kernel function in Bayesian optimization affect the exploration-exploitation trade-off?
- Can you discuss the role of regularization in Bayesian optimization and its impact on the exploration-exploitation trade-off?
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