activity
20242026
most citedEmbedded FPGA Developments in 130nm and 28nm CMOS for Machine Learning in Particle Detector Readout

6 citations · 10 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

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…

cs.LG2025

Building Machine Learning Challenges for Anomaly Detection in Science

Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova +148

Scientific discoveries are often made by finding a pattern or object that was not predicted by the known rules of science. Oftentimes, these anomalous events or objects that do not…