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Machine Learning for Jet Physics

Dec 11 – 13, 2017

Lawrence Berkeley National Laboratory

US/Pacific timezone

Author List

Anders ANDREASSEN
- Author in Learning the Physics of Jet Evolution with a Recurrent Neural Network Part I (15')
Wahid Bhimji
- Author in Deep Neural Networks for whole, multi-jet event classification and generation (15'+5')
Taoli Cheng
- Author in Recursive Neural Networks in quark/gluon tagging (15'+5')
Yang-Ting Chien
- Co-author in Probing heavy ion collisions using quark and gluon jet substructure with machine learning (15'+5')
Frederic Dreyer
- Author in Machine learning in the Lund plane (15'+5')
Wojciech Fedorko (University of British Columbia)
- Author in Top tagging with jet constituents and Long Short-Term Memory (LSTM) networks. (15'+5')
Wojciech Fedorko
- Author in Top tagging with jet constituents and Long Short-Term Memory (LSTM) networks. (15'+5')
Qu Huilin
- Author in Deep(Boosted)Jet: Boosted jet identification using particle-level convolutional neural networks (15'+5')
Gregor Kasieczka
- Author in Deep-Learned Top Taggers from Images & Lorentz Invariance (15'+5')
Patrick Komiske
- Author in A complete, linear basis for (machine) learning jet substructure (15'+5')
- Author in Linear jet tagging with the energy flow basis (15'+5')
- Co-author in Probing heavy ion collisions using quark and gluon jet substructure with machine learning (15'+5')
Raghav Kunnawalkam Elayavalli
- Author in Probing heavy ion collisions using quark and gluon jet substructure with machine learning (15'+5')
- Co-author in Jet Response Prediction Using Jet Images (15'+5')
Pierini Maurizio
- Co-author in Jet Response Prediction Using Jet Images (15'+5')
Eric Metodiev
- Author in A complete, linear basis for (machine) learning jet substructure (15'+5')
- Author in Linear jet tagging with the energy flow basis (15'+5')
- Co-author in Probing heavy ion collisions using quark and gluon jet substructure with machine learning (15'+5')
Bryan Ostdiek
- Author in "Planing" to expose what the machine is learning (15'+5')
Long Pang
- Author in Identifying QCD transition using convolution neural network (15'+5')
Alexx Perloff
- Author in Jet Response Prediction Using Jet Images (15'+5')
Markus Stoye
- Author in Deep(Boosted)Jet: Boosted jet identification using particle-level convolutional neural networks (15'+5')
Jesse Thaler
- Author in A complete, linear basis for (machine) learning jet substructure (15'+5')
- Author in Linear jet tagging with the energy flow basis (15'+5')
Jean-Roch Vilmant
- Co-author in Jet Response Prediction Using Jet Images (15'+5')
Andrew Whitbeck
- Co-author in Jet Response Prediction Using Jet Images (15'+5')

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