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Related Questions
- What is the key difference between uncertainty sampling and query-by-committee active learning strategies?
- How does core-set selection differ from other active learning methods in terms of its selection criteria?
- Can you provide a comparison of the effectiveness of uncertainty sampling, query-by-committee, and core-set selection in improving model performance?
- What are the potential drawbacks of using uncertainty sampling as an active learning strategy?
- How does query-by-committee active learning balance exploration and exploitation?
- Can you explain the concept of core-set selection and its application in active learning?
- What are the key considerations when selecting an active learning strategy for a specific problem or dataset?
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