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Related Questions
- What is the relationship between learning rate and exploration in Bayesian optimization?
- How does the acquisition function's learning rate impact the balance between exploration and exploitation?
- Can you explain the concept of learning rate in the context of Bayesian optimization and its effect on the search process?
- What are the implications of a high learning rate on the trade-off between exploration and exploitation in Bayesian optimization?
- How does the learning rate of the acquisition function affect the convergence of the optimization process?
- What is the optimal learning rate for the acquisition function in Bayesian optimization to achieve a good balance between exploration and exploitation?
- Can you provide an example of how the learning rate of the acquisition function influences the trade-off between exploration and exploitation in a real-world Bayesian optimization problem?
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