Learning Unified Representations of Normalcy for Time Series Anomaly Detection

Prithul Sarker, Sushmita Sarker, Nicholas G. Murray +1

The core challenge in unsupervised anomaly detection is identifying abnormal patterns without prior knowledge of their characteristics. While existing methods have addressed aspect…