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Recursive Neural Networks in Quark/Gluon Tagging

7 November 2017

Papers citing "Recursive Neural Networks in Quark/Gluon Tagging"

22 / 22 papers shown

Title
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning Sanghwan Bae Jiwoo Hong Min Young Lee Hanbyul Kim Jeongyeon Nam Donghyun Kwak OffRL LRM 151 0 0 04 Apr 2025
Quantum Vision Transformers for Quark-Gluon Classification Marçal Comajoan Cara Gopal Ramesh Dahale Zhongtian Dong Roy T. Forestano S. Gleyzer ... Kyoungchul Kong Tom Magorsch Konstantin T. Matchev Katia Matcheva Eyup B. Unlu 83 9 0 16 May 2024
Moments of Clarity: Streamlining Latent Spaces in Machine Learning using Moment Pooling Rikab Gambhir Athis Osathapan Jesse Thaler 79 3 0 13 Mar 2024
Jet Discrimination with Quantum Complete Graph Neural Network Yi-An Chen Kai-Feng Chen GNN 64 1 0 08 Mar 2024
Jet tagging algorithm of graph network with HaarPooling message passing Fei Ma Feiyi Liu Wei Li 72 13 0 25 Oct 2022
Leveraging universality of jet taggers through transfer learning F. Dreyer Radoslaw Grabarczyk P. Monni 63 18 0 11 Mar 2022
Particle Convolution for High Energy Physics C. Shimmin 72 15 0 05 Jul 2021
Topological Obstructions to Autoencoding Joshua D. Batson C. G. Haaf Yonatan Kahn Daniel A. Roberts AI4CE 93 37 0 16 Feb 2021
Sequence-based Machine Learning Models in Jet Physics Rafael Lima PINN 66 4 0 09 Feb 2021
Jet tagging in the Lund plane with graph networks F. Dreyer H. Qu 117 75 0 15 Dec 2020
Interpretability Study on Deep Learning for Jet Physics at the Large Hadron Collider Taoli Cheng AI4CE PINN 31 4 0 05 Nov 2019
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra A. Chakraborty Sung Hak Lim M. Nojiri 81 44 0 03 Apr 2019
Machine Learning Solutions for High Energy Physics: Applications to Electromagnetic Shower Generation, Flavor Tagging, and the Search for di-Higgs Production Michela Paganini 29 1 0 12 Mar 2019
ParticleNet: Jet Tagging via Particle Clouds H. Qu L. Gouskos 3DPC MU 104 231 0 22 Feb 2019
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data Michael Andrews J. Alison Sitong An P. Bryant Bjorn Burkle S. Gleyzer M. Narain M. Paulini Barnabás Póczós Emanuele Usai 69 45 0 21 Feb 2019
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 109 258 0 11 Oct 2018
Spectral Analysis of Jet Substructure with Neural Networks: Boosted Higgs Case Sung Hak Lim M. Nojiri 74 25 0 09 Jul 2018
Topology classification with deep learning to improve real-time event selection at the LHC Thong Q. Nguyen Daniel Weitekamp D. Anderson R. Castello O. Cerri M. Pierini M. Spiropulu J. Vlimant 110 34 0 29 Jun 2018
Infrared Safety of a Neural-Net Top Tagging Algorithm Suyong Choi Seung J. Lee M. Perelstein 75 39 0 04 Jun 2018
JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics Anders Andreassen Ilya Feige Christopher Frye M. Schwartz MU 100 137 0 25 Apr 2018
Jet Charge and Machine Learning Katherine Fraser M. Schwartz 75 72 0 21 Mar 2018
QCD-Aware Recursive Neural Networks for Jet Physics Gilles Louppe Kyunghyun Cho C. Becot Kyle Cranmer BDL 133 189 0 02 Feb 2017