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Related Questions
- What is the key difference between entropy search and Thompson sampling in Bayesian optimization?
- How does entropy search adaptively allocate a budget in Bayesian optimization?
- What are the advantages of using Thompson sampling over other Bayesian optimization techniques?
- Can you explain the concept of regret in Bayesian optimization and how adaptive budget allocation can minimize it?
- How does the choice of acquisition function impact the adaptive budget allocation in Bayesian optimization?
- What are some common challenges in implementing adaptive budget allocation in Bayesian optimization, and how can they be addressed?
- Can you provide an example of how to implement adaptive budget allocation using entropy search in a real-world optimization problem?
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