Contrastive Learning for Interpretable Anomaly Detection at Collider Experiments

Haoyi Jia, Sagar Addepalli, Julia Gonski

Generic event-level anomaly detection for collider physics has two recurring problems: anomaly scores are hard to interpret, and they correlate strongly with energy scale and objec…