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Related Questions
- What are the primary techniques used to handle uncertainty in query-by-committee methods?
- How do query-by-committee methods compare to other uncertainty estimation approaches in machine learning?
- What are the potential applications of query-by-committee methods in real-world scenarios?
- Can you explain the concept of 'committee size' in query-by-committee methods and its impact on uncertainty estimation?
- What are the computational costs associated with implementing query-by-committee methods, and how can they be optimized?
- How do query-by-committee methods handle noisy or incomplete data, and what strategies can be employed to mitigate these issues?
- What is the relationship between the number of queries and the accuracy of uncertainty estimates in query-by-committee methods?
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