Name: IML Machine Learning Working Group
Start: 2021-07-13T15:00:00+02:00
End: 2021-07-13T18:05:00+02:00
Location: Virtual (zoom only)

IML Machine Learning Working Group

Tuesday, 13 July 2021 - 15:00

Monday, 12 July 2021
Tuesday, 13 July 2021
15:00 News - Simon Akar (University of Cincinnati (US)) David Rousseau (IJCLab-Orsay) Lorenzo Moneta (CERN) Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)) Gian Michele Innocenti (CERN) Andrea Wulzer (CERN and EPFL) Loukas Gouskos (CERN) Riccardo Torre (INFN e Universita Genova (IT))
News
- Simon Akar (University of Cincinnati (US))
- David Rousseau (IJCLab-Orsay)
- Lorenzo Moneta (CERN)
- Pietro Vischia (Universite Catholique de Louvain (UCL) (BE))
- Gian Michele Innocenti (CERN)
- Andrea Wulzer (CERN and EPFL)
- Loukas Gouskos (CERN)
- Riccardo Torre (INFN e Universita Genova (IT))
15:00 - 15:05
15:05 The EFT measurement problem - Gauthier Durieux (CERN)
The EFT measurement problem
- Gauthier Durieux (CERN)
15:05 - 15:30
15:30 Question time
Question time
15:30 - 15:35
15:35 ML4EFT - Hypothesis testing with neural networks - Jonas Rubenach (Deutsches Elektronen-Synchrotron (DE))
ML4EFT - Hypothesis testing with neural networks
- Jonas Rubenach (Deutsches Elektronen-Synchrotron (DE))
15:35 - 16:00
16:00 Question time
Question time
16:00 - 16:05
16:05 Parametrised classifiers for optimal EFT sensitivity - Siyu Chen (EPFL - Ecole Polytechnique Federale Lausanne (CH))
Parametrised classifiers for optimal EFT sensitivity
- Siyu Chen (EPFL - Ecole Polytechnique Federale Lausanne (CH))
16:05 - 16:30
16:30 Question time
Question time
16:30 - 16:35
16:35 Weight derivative regression and EFT parameter fits - Andrea Valassi (CERN)
Weight derivative regression and EFT parameter fits
- Andrea Valassi (CERN)
16:35 - 16:50
16:50 Question time
Question time
16:50 - 16:55
16:55 ThickBrick: optimal event selection and categorization in high energy physics - Prasanth Shyamsundar (Fermi National Accelerator Laboratory)
ThickBrick: optimal event selection and categorization in high energy physics
- Prasanth Shyamsundar (Fermi National Accelerator Laboratory)
16:55 - 17:10
17:10 Question time
Question time
17:10 - 17:15
17:15 Learning EFT classification from tree boosting - Robert Schoefbeck (Austrian Academy of Sciences (AT))
Learning EFT classification from tree boosting
- Robert Schoefbeck (Austrian Academy of Sciences (AT))
17:15 - 17:30
17:30 Question time
Question time
17:30 - 17:35