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Machine Learning in High Energy Physics Community White Paper.

, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and . CoRR, (2018)

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Automated Segmentation of Computed Tomography Images with Submanifold Sparse Convolutional Networks., , , and . CoRR, (2022)Machine Learning in High Energy Physics Community White Paper., , , , , , , , , and 108 other author(s). CoRR, (2018)A Convolutional Neural Network Neutrino Event Classifier., , , , , , , , , and . CoRR, (2016)Machine learning at the energy and intensity frontiers of particle physics., , , , , , , , and . Nat., 560 (7716): 41-48 (2018)A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows., , , , , , , and . CCGrid, page 71-81. IEEE, (2023)NuGraph2: A Graph Neural Network for Neutrino Physics Event Reconstruction., , , , , , , , and . CoRR, (2024)Track Seeding and Labelling with Embedded-space Graph Neural Networks., , , , , , , , , and 9 other author(s). CoRR, (2020)Physics and Computing Performance of the Exa.TrkX TrackML Pipeline., , , , , , , , , and 14 other author(s). CoRR, (2021)