Niv Cohen

No Free Lunch: The Hazards of Over-Expressive Representations in Anomaly Detection

2023 · arXiv (Cornell University)

Anomaly detection methods, powered by deep learning, have recently been making significant progress, mostly due to improved representations. It is tempting to hypothesize that anomaly detection can improve indefinitely by increasing the scale of our …