Janis Klaise

Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates

Responding appropriately to the detections of a sequential change detector requires knowledge of the rate at which false positives occur in the absence of change. Setting detection thresholds to achieve a desired false positive rate is challenging. Existing works resort to setting time-invariant thr…