OneShot: Label-Efficient Detector Weighting for Time Series Anomaly Detection.

arXiv:2610.16219v1 Announce Type: new Abstract: Time series (TS) anomaly detection (AD) lacks a universal detector, with the best choice determined by the series rather than by the algorithm. Existing methods therefore either select one detector for each serie