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Related Questions
- What are the key differences between query by committee and other active learning strategies?
- How does query by committee address the issue of label noise in the training data?
- Can you provide an example of a real-world application where query by committee has been successfully used to improve data collection?
- How does query by committee balance the trade-off between exploration and exploitation in active learning?
- What are the potential drawbacks of using query by committee in active learning, and how can they be mitigated?
- Can query by committee be used for multi-class classification problems, and if so, how does it adapt to the different classes?
- How can query by committee be integrated with other active learning strategies to improve overall performance?
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