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Related Questions
- How does the acquisition function weight the uncertainty of each sample in active learning?
- Can you explain the difference between expected model change and expected reduction in uncertainty in acquisition functions?
- How does the acquisition function balance the trade-off between exploring uncertain samples and exploiting known data?
- Can you discuss the role of the acquisition function in multi-class classification problems?
- How does the acquisition function handle out-of-distribution samples in active learning?
- Can you explain the impact of the acquisition function on the overall performance of an active learning system?
- How does the acquisition function compare to other methods for selecting uncertain samples, such as random selection or stratified sampling?
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