Saumya Gaurang Shah

SEAD: Unsupervised Ensemble of Streaming Anomaly Detectors

Can we efficiently choose the best Anomaly Detection (AD) algorithm for a data-stream without requiring anomaly labels? Streaming anomaly detection is hard. SOTA AD algorithms are sensitive to their hyperparameters and no single method works well on all datasets. The best algorithm/hyper-parameter c…