most citedExplainable AI for ML jet taggers using expert variables and layerwise relevance propagation

4 citations · 4 across the 1 of their papers we have counts for

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hep-ph2026

Optimizing Cell-Based Negative Weight Mitigation with Optimal Transport

Lauren Hay, Rishabh Jain, Matt LeBlanc +1

As the accuracy of experimental results in high energy physics (HEP) increases, so does the demand for precision Monte Carlo (MC) simulation. Higher-accuracy event generation at ne…

hep-ph2026

Learning the Geometry of Collider Events with Metric-Aware Deep Sets

Lauren Hay, Rishabh Jain, Matt LeBlanc +1

Optimal transport gives structured data a geometry, but exact evaluation is costly in large pairwise analyses that exploit relationships among distances. Learned surrogates are fas…