W + n -Jet Predictions at the Large Hadron Collider at Next-To-Leading Order Matched with a Parton Shower
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journal
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January 2013 |
Accelerating accurate simulations of calorimeter showers with normalizing flows and probability density distillation
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journal
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June 2023 |
Normalizing Flows: An Introduction and Review of Current Methods
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journal
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January 2020 |
Study of jets produced in association with a W boson in p p collisions at s = 7 TeV with the ATLAS detector
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journal
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May 2012 |
Measurement of forward W and Z boson production in association with jets in proton-proton collisions at s = 8 $$ \sqrt{s}=8 $$ TeV
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journal
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May 2016 |
DCTRGAN: improving the precision of generative models with reweighting
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journal
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November 2020 |
Fast and accurate simulations of calorimeter showers with normalizing flows
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journal
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June 2023 |
Density Ratio Estimation in Machine Learning
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March 2012 |
NNLO QCD Corrections to W+jet Production in NNLO JET
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conference
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October 2018 |
A guide to constraining effective field theories with machine learning
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journal
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September 2018 |
OmniFold: A Method to Simultaneously Unfold All Observables
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journal
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May 2020 |
Event Generation and Density Estimation with Surjective Normalizing Flows
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journal
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September 2022 |
Topological obstructions to autoencoding
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journal
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April 2021 |
How to GAN Event Unweighting
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journal
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January 2021 |
Phase space sampling and inference from weighted events with autoregressive flows
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journal
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January 2021 |
Machine learning and LHC event generation
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journal
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April 2023 |
Constraining Effective Field Theories with Machine Learning
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journal
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September 2018 |
Reweighting with Boosted Decision Trees
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journal
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October 2016 |
Accelerating Monte Carlo event generation -- rejection sampling using neural network event-weight estimates
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journal
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May 2022 |
Targeting multi-loop integrals with neural networks
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journal
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April 2022 |
A new Monte Carlo treatment of multiparticle phase space at high energies
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journal
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June 1986 |
Neural networks for full phase-space reweighting and parameter tuning
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journal
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May 2020 |
On the chi square and higher-order chi distances for approximating f-divergences
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journal
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January 2014 |
Style-based quantum generative adversarial networks for Monte Carlo events
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journal
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August 2022 |
Search for pair production of Higgsinos in final states with at least three b -tagged jets in s = 13 TeV p p collisions using the ATLAS detector
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journal
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November 2018 |
Algorithms for Minimization Without Derivatives
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journal
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July 1974 |
Machine learning-based event generator for electron-proton scattering
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journal
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November 2022 |
Invertible networks or partons to detector and back again
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journal
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January 2020 |
Generative Adversarial Networks: An Overview
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journal
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January 2018 |
Mining gold from implicit models to improve likelihood-free inference
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journal
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February 2020 |
The Earth Mover's Distance as a Metric for Image Retrieval
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journal
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November 2000 |
Hybrid Monte Carlo
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journal
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September 1987 |
Measurement of differential cross sections and W+/W− cross-section ratios for W boson production in association with jets at s = 8 $$ \sqrt{s}=8 $$ TeV with the ATLAS detector
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journal
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May 2018 |
Observation of the Decays Λ b 0 → χ c 1 p K − and Λ b 0 → χ c 2 p K −
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journal
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August 2017 |
Measurement of the differential cross sections for the associated production of a W boson and jets in proton-proton collisions at s = 13 TeV
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journal
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October 2017 |
Parton distributions for the LHC run II
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journal
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April 2015 |
How to GAN LHC events
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journal
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January 2019 |
The Elements of Statistical Learning
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book
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January 2001 |
An Introduction to Variational Autoencoders
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journal
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January 2019 |
The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations
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journal
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July 2014 |
Advanced event reweighting using multivariate analysis
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journal
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June 2012 |
LHAPDF6: parton density access in the LHC precision era
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journal
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March 2015 |
JUNIPR: a framework for unsupervised machine learning in particle physics
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journal
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February 2019 |
Generative networks for precision enthusiasts
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journal
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April 2023 |
W -boson plus jet differential distributions at NNLO in QCD
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journal
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December 2016 |
Reweighting a parton shower using a neural network: the final-state case
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journal
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January 2019 |
Jet production rates in association with W and Z bosons in pp collisions at $ \sqrt {s} = 7 {\text{TeV}} $
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journal
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January 2012 |
Simulation assisted likelihood-free anomaly detection
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journal
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May 2020 |