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Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks

Oct 20, 2020
Michael James Fenton, Alexander Shmakov, Ta-Wei Ho, Shih-Chieh Hsu, Daniel Whiteson, Pierre Baldi

* 8pages 

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Decorrelated Jet Substructure Tagging using Adversarial Neural Networks

Mar 10, 2017
Chase Shimmin, Peter Sadowski, Pierre Baldi, Edison Weik, Daniel Whiteson, Edward Goul, Andreas Søgaard

* Phys. Rev. D 96, 074034 (2017) 

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Parameterized Machine Learning for High-Energy Physics

Jan 28, 2016
Pierre Baldi, Kyle Cranmer, Taylor Faucett, Peter Sadowski, Daniel Whiteson

* For submission to PRD 

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Enhanced Higgs to $τ^+τ^-$ Searches with Deep Learning

Oct 13, 2014
Pierre Baldi, Peter Sadowski, Daniel Whiteson

* Phys. Rev. Lett. 114, 111801 (2015) 
* For submission to PRL 

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