IML Machine Learning Working Group

Tuesday, 13 July 2021 - 15:00
Virtual (zoom only)

        : Sessions
    /     : Talks
        : Breaks
13 Jul 2021
AM
PM
15:00 News - Simon Akar (University of Cincinnati (US)) David Rousseau (IJCLab-Orsay) Lorenzo Moneta (CERN) Dr 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))   ()
15:05 The EFT measurement problem - Gauthier Durieux (CERN)   ()
15:30 --- Question time ---
15:35 ML4EFT - Hypothesis testing with neural networks - Jonas Rubenach (Deutsches Elektronen-Synchrotron (DE))   ()
16:00 --- Question time ---
16:05 Parametrised classifiers for optimal EFT sensitivity - Siyu Chen (EPFL - Ecole Polytechnique Federale Lausanne (CH))   ()
16:30 --- Question time ---
16:35 Weight derivative regression and EFT parameter fits - Andrea Valassi (CERN)   ()
16:50 --- Question time ---
16:55 ThickBrick: optimal event selection and categorization in high energy physics - Prasanth Shyamsundar (Fermi National Accelerator Laboratory)   ()
17:10 --- Question time ---
17:15 Learning EFT classification from tree boosting - Robert Schoefbeck (Austrian Academy of Sciences (AT))   ()
17:30 --- Question time ---