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Related Questions
- What are the key differences between uncertainty sampling and expected model change in active learning?
- How does uncertainty sampling improve the efficiency of active learning?
- Can you provide an example of a scenario where uncertainty sampling is more effective than expected model change?
- What are the potential drawbacks of using uncertainty sampling in active learning?
- How does uncertainty sampling compare to other active learning strategies, such as query by committee?
- What are the implications of using uncertainty sampling for real-world applications of active learning?
- Can you explain the theoretical foundations behind uncertainty sampling and its relationship to Bayesian inference?
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