New techniques in particle reconstruction for VBS

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lunch break

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b-tag, q/g discrimination and multiclassification using DNN (DeepAK4)

b-tagging in ATLAS

boosted vector boson reconstruction and polarisation studies in CMS

central activity veto (and interation with PU) in experiments

discussion on the next steps

dynamical jet vetoes in VBF

fast timing layers: the CMS example

Highly granular forward calorimetry

Introduction to the workshop

Learning to Classify from Impure Samples with High-Dimensional Data

leptonically-decaying W boson reconstruction

Machine Learning Hands-on

pile-up suppression in CMS

pileup constituents and missing ET in ATLAS

pileup suppression future

quark/gluon discrimination

quark/gluon discrimination for tau identification

quark/gluon discrimination in VBF

The Lund jet plane

V-tagging in ATLAS and input from ML

VBSCan

welcome to Krakow

workshop summary

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22/10/2018

23/10/2018

24/10/2018

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