Author

Sagar Addepalli

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Preprint Aug 2026

Contrastive Learning for Interpretable Anomaly Detection at Collider Experiments

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 object multiplicity. We present Organized Representation via Contrastive learning for Anomaly detection (ORCA), a two-stage framework that first...

Haoyi Jia, Sagar Addepalli, Julia Gonski · 1 citation