Explainable AI

Last updated on Sep 10, 2023

Interpreting results of machine learning models for reconstruction and jet classification using explainable AI techniques. More info coming soon!

Publications

Farouk Mokhtar, Raghav Kansal, Javier Duarte (2022). Do graph neural networks learn traditional jet substructure?. ML and the Physical Sciences Workshop @ NeurIPS 2022.

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Farouk Mokhtar, Raghav Kansal, Daniel Diaz, Javier Duarte, Joosep Pata, Maurizio Pierini, Jean-Roch Vlimant (2021). Explaining machine-learned particle-flow reconstruction. ML and the Physical Sciences Workshop @ NeurIPS 2021.

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