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News/Finding Needles in the Haystack: Transductive Active Labeling in Ecology
arxiv
PublishedJuly 1, 2026 at 4:00 AM

Finding Needles in the Haystack: Transductive Active Labeling in Ecology

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arXiv:2606.03821v2 Announce Type: replace Abstract: Active learning is now standard practice in labeling ecological data, enabling ecologists to quickly process large volumes of field data to understand and monitor natural environments. Current practices evaluate active learning inductively, estimat

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