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Related Questions
- What are the key challenges in traditional machine learning that active learning aims to address?
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- What are some popular uncertainty estimation methods used in active learning?
- Can you provide an example of how active learning with uncertainty-based sampling can be applied in a real-world scenario?
- What are the potential downsides of relying on uncertainty-based sampling in active learning?
- How does the choice of uncertainty estimation method affect the performance of active learning?
- Can active learning with uncertainty-based sampling be used in conjunction with other machine learning techniques to improve performance?
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