IML Machine Learning Working Group

Name: IML Machine Learning Working Group
Start: 2021-02-16T15:00:00+01:00
End: 2021-02-16T18:05:00+01:00
Location: Virtual (zoom only)

Tuesday 16 Feb 2021, 15:00 → 18:05 Europe/Zurich

Virtual (zoom only)

Description

Meeting will be by video only on Zoom.

96543252431

Simon Akar

Riccardo Torre, Fabio Catalano

Join via phone

- 15:00 → 15:05
  
  News 5m
  
  Speakers: Andrea Wulzer (CERN and EPFL), David Rousseau (LAL-Orsay, FR), Gian Michele Innocenti (CERN), Lorenzo Moneta (CERN), Loukas Gouskos (CERN), Dr Pietro Vischia (Universite Catholique de Louvain (UCL) (BE)), Riccardo Torre (CERN), Simon Akar (University of Cincinnati (US))
  
  IML_20200216_0.mov
  
  IML_meeting_20210216_news.pdf
- 15:05 → 15:30
  
  Disentangling Boosted Higgs Boson Production Modes with Machine Learning 25m
  
  Speaker: Yi-Lun Chung (National Tsing Hua University (TW))
  
  Disentangling Boosted Higgs Boson Production Modes with Machine Learning-IML Working Group-20210216.pdf
  
  IML_20200216_1.mov
- 15:30 → 15:35
  
  Question time 5m
- 15:35 → 16:00
  
  Distinguishing Vector-Boson Fusion Signatures with Convolutional Neural Networks: Invisible Higgs Decay 25m
  
  Speaker: Vishal Singh Ngairangbam (SRF, Theoretical Physics Division, Physical Research Laboratory, Ahmedabad (India))
  
  IML_20200216_2.mov
  
  VBF_Higgs_CNN.pdf
- 16:00 → 16:05
  
  Question time 5m
- 16:05 → 16:30
  
  General recipe to form input space for deep learning analysis of HEP scattering processes 25m
  
  Speaker: Lev Dudko (M.V. Lomonosov Moscow State University (RU))
  
  iml_16.02.21_dudko.pdf
  
  IML_20200216_3.mov
- 16:30 → 16:35
  
  Question time 5m
- 16:35 → 17:00
  
  Model-Independent Detection of New Physics Signals Using Interpretable Semi-Supervised Classifier Tests 25m
  
  Speaker: Purvasha Chakravarti (Imperial College London)
  
  IML_20200216_4.mov
  
  Model-Independent_Detection_IML.pdf
- 17:00 → 17:05
  
  Question time 5m
- 17:05 → 17:30
  
  Domain Adaptation Techniques in Particle Identification for the ALICE experiment 25m
  
  Speaker: Michal Kurzynka (Warsaw University of Technology (PL))
  
  IML_20200216_5.mov
  
  IML_PID_Domain_Adaptation.pdf
- 17:30 → 17:35
  
  Question time 5m
- 17:35 → 18:00
  
  Interpretable Networks for Identifying Leptons 25m
  
  Speaker: Daniel Whiteson (University of California Irvine (US))
  
  Github link
  
  IML_20200216_6.mov
  
  ML_leptons_feb2021.pdf
- 18:00 → 18:05
  
  Question time 5m

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IML Machine Learning Working Group

Virtual (zoom only)