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Related Questions
- What is the role of optimism in active learning and how does it impact model generalizability?
- How does optimism influence the balance between uncertainty reduction and sample size in active learning?
- Can you provide an example of how optimism is used in active learning to improve model generalizability?
- What are the benefits and drawbacks of using optimism in active learning?
- How does optimism relate to other active learning strategies, such as uncertainty sampling and query-by-committee?
- Can you explain the concept of optimism in the context of Bayesian neural networks and how it is used to improve model generalizability?
- How does the choice of optimism parameter affect the performance of active learning algorithms in improving model generalizability?
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