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Matthew D. Schwartz

Learning the Simplicity of Scattering Amplitudes

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Aug 08, 2024
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Reconstructing $S$-matrix Phases with Machine Learning

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Aug 18, 2023
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Neural Network Field Theories: Non-Gaussianity, Actions, and Locality

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Jul 06, 2023
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Simplifying Polylogarithms with Machine Learning

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Jun 08, 2022
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Challenges for Unsupervised Anomaly Detection in Particle Physics

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Oct 13, 2021
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Jet Charge and Machine Learning

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Oct 15, 2018
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Deep learning in color: towards automated quark/gluon jet discrimination

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Sep 04, 2018
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Learning to Classify from Impure Samples with High-Dimensional Data

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Jul 24, 2018
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JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics

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Apr 25, 2018
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Pileup Mitigation with Machine Learning (PUMML)

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Jan 08, 2018
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