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Related Questions
- What is the key difference between pool-based and query-based active learning strategies for selecting samples for transfer learning?
- How does uncertainty sampling, a popular active learning strategy, select the most informative samples for transfer learning?
- Can you provide an example of how active learning can be used to select the most informative samples for transfer learning in a computer vision task?
- How does active learning improve model performance in transfer learning by selecting the most informative samples?
- What is the role of the acquisition function in active learning for transfer learning, and how does it determine the next sample to be selected?
- Can you discuss the trade-off between exploration and exploitation in active learning for transfer learning, and how it affects model performance?
- How can active learning be used to select the most informative samples for transfer learning in a multi-task learning setting?
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