JUNIPR: a framework for unsupervised machine learning in particle physics
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
JUNIPR: a framework for unsupervised machine learning in particle physics
Authors
Keywords
-
Journal
EUROPEAN PHYSICAL JOURNAL C
Volume 79, Issue 2, Pages -
Publisher
Springer Nature
Online
2019-02-01
DOI
10.1140/epjc/s10052-019-6607-9
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multilayer Calorimeters
- (2018) Michela Paganini et al. PHYSICAL REVIEW LETTERS
- Novel jet observables from machine learning
- (2018) Kaustuv Datta et al. JOURNAL OF HIGH ENERGY PHYSICS
- (Machine) learning to do more with less
- (2018) Timothy Cohen et al. JOURNAL OF HIGH ENERGY PHYSICS
- 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
- How much information is in a jet?
- (2017) Kaustuv Datta et al. JOURNAL OF HIGH ENERGY PHYSICS
- Pileup Mitigation with Machine Learning (PUMML)
- (2017) Patrick T. Komiske et al. JOURNAL OF HIGH ENERGY PHYSICS
- Classification without labels: learning from mixed samples in high energy physics
- (2017) Eric M. Metodiev et al. JOURNAL OF HIGH ENERGY PHYSICS
- Fuzzy jets
- (2016) Lester Mackey et al. JOURNAL OF HIGH ENERGY PHYSICS
- Jet-images: computer vision inspired techniques for jet tagging
- (2015) Josh Cogan et al. JOURNAL OF HIGH ENERGY PHYSICS
- Hard-soft-collinear factorization to all orders
- (2014) Ilya Feige et al. PHYSICAL REVIEW D
- Finding physics signals with event deconstruction
- (2014) Davison E. Soper et al. PHYSICAL REVIEW D
- An on-shell approach to factorization
- (2013) Ilya Feige et al. PHYSICAL REVIEW D
- Jet sampling: improving event reconstruction through multiple interpretations
- (2013) Dilani Kahawala et al. JOURNAL OF HIGH ENERGY PHYSICS
- FastJet user manual
- (2012) Matteo Cacciari et al. EUROPEAN PHYSICAL JOURNAL C
- Nondeterministic Approach to Tree-Based Jet Substructure
- (2012) Stephen D. Ellis et al. PHYSICAL REVIEW LETTERS
- Finding physics signals with shower deconstruction
- (2011) Davison E. Soper et al. PHYSICAL REVIEW D
- Identifying boosted objects with N-subjettiness
- (2011) Jesse Thaler et al. JOURNAL OF HIGH ENERGY PHYSICS
- Multivariate discrimination and the Higgs+W/Z search
- (2011) Jason Gallicchio et al. JOURNAL OF HIGH ENERGY PHYSICS
- Seeing in Color: Jet Superstructure
- (2010) Jason Gallicchio et al. PHYSICAL REVIEW LETTERS
- The anti-kt jet clustering algorithm
- (2008) Matteo Cacciari et al. JOURNAL OF HIGH ENERGY PHYSICS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started