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Title
Pileup Mitigation with Machine Learning (PUMML)
Authors
Keywords
Jets
Journal
JOURNAL OF HIGH ENERGY PHYSICS
Volume 2017, Issue 12, Pages -
Publisher
Springer Nature
Online
2017-12-14
DOI
10.1007/jhep12(2017)051
References
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Related references
Note: Only part of the references are listed.- Identification and rejection of pile-up jets at high pseudorapidity with the ATLAS detector
- (2017) M. Aaboud et al. EUROPEAN PHYSICAL JOURNAL C
- Topological cell clustering in the ATLAS calorimeters and its performance in LHC Run 1
- (2017) G. Aad et al. EUROPEAN PHYSICAL JOURNAL C
- Deep learning in color: towards automated quark/gluon jet discrimination
- (2017) Patrick T. Komiske et al. JOURNAL OF HIGH ENERGY PHYSICS
- Deep-learning top taggers or the end of QCD?
- (2017) Gregor Kasieczka et al. JOURNAL OF HIGH ENERGY PHYSICS
- Weakly supervised classification in high energy physics
- (2017) Lucio Mwinmaarong Dery et al. JOURNAL OF HIGH ENERGY PHYSICS
- Performance of pile-up mitigation techniques for jets in $$pp$$ p p collisions at $$\sqrt{s}=8$$ s = 8 TeV using the ATLAS detector
- (2016) G. Aad et al. EUROPEAN PHYSICAL JOURNAL C
- Jet-images — deep learning edition
- (2016) Luke de Oliveira et al. JOURNAL OF HIGH ENERGY PHYSICS
- SoftKiller, a particle-level pileup removal method
- (2015) Matteo Cacciari et al. EUROPEAN PHYSICAL JOURNAL C
- Jet-images: computer vision inspired techniques for jet tagging
- (2015) Josh Cogan et al. JOURNAL OF HIGH ENERGY PHYSICS
- Particle-level pileup subtraction for jets and jet shapes
- (2014) Peter Berta et al. JOURNAL OF HIGH ENERGY PHYSICS
- Jet observables without jet algorithms
- (2014) Daniele Bertolini et al. JOURNAL OF HIGH ENERGY PHYSICS
- Soft drop
- (2014) Andrew J. Larkoski et al. JOURNAL OF HIGH ENERGY PHYSICS
- Jet energy measurement with the ATLAS detector in proton-proton collisions at $\sqrt{\mathrm{s}}=7\ \mathrm{TeV}$
- (2013) G. Aad et al. EUROPEAN PHYSICAL JOURNAL C
- Energy correlation functions for jet substructure
- (2013) Andrew J. Larkoski et al. JOURNAL OF HIGH ENERGY PHYSICS
- FastJet user manual
- (2012) Matteo Cacciari et al. EUROPEAN PHYSICAL JOURNAL C
- Jet trimming
- (2010) David Krohn et al. JOURNAL OF HIGH ENERGY PHYSICS
- Jet Substructure as a New Higgs-Search Channel at the Large Hadron Collider
- (2008) Jonathan M. Butterworth et al. PHYSICAL REVIEW LETTERS
- The anti-kt jet clustering algorithm
- (2008) Matteo Cacciari et al. JOURNAL OF HIGH ENERGY PHYSICS
- Pileup subtraction using jet areas
- (2007) Matteo Cacciari et al. PHYSICS LETTERS B
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