Topic: uncertainty-sampling

• Pool-based active learning: uncertainty sampling without biased evaluation

  Select informative examples for annotation, maintain an independent representative evaluation set, and assess benefits against random sampling at the same labeling budget.

  article · en · unreviewed · knowledge as of 2026-10-11

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