How many categories are enough? Distribution-free certification limits for few-shot anomaly thresholds
Read the original at arxiv.org→arXiv:2610.00236v1 Announce Type: new Abstract: Few-shot anomaly detectors are judged by ranking metrics, yet deployment requires an alarm threshold with a controlled false-alarm rate (FAR). We ask how much normal...
Original headline: "How Many Categories Are Enough? Distribution-Free Certification Limits for Few-Shot Anomaly Thresholds"
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- Oct 2, 04:00 UTC arXiv cs.LG lead source How Many Categories Are Enough? Distribution-Free Certification Limits for Few-Shot Anomaly Thresholds