IML Machine Learning Working Group
Tuesday 16 February 2021 -
15:00
Monday 15 February 2021
Tuesday 16 February 2021
15:00
News
-
David Rousseau
(
LAL-Orsay, FR
)
Simon Akar
(
University of Cincinnati (US)
)
Riccardo Torre
(
CERN
)
Loukas Gouskos
(
CERN
)
Andrea Wulzer
(
CERN and EPFL
)
Gian Michele Innocenti
(
CERN
)
Pietro Vischia
(
Universite Catholique de Louvain (UCL) (BE)
)
Lorenzo Moneta
(
CERN
)
News
David Rousseau
(
LAL-Orsay, FR
)
Simon Akar
(
University of Cincinnati (US)
)
Riccardo Torre
(
CERN
)
Loukas Gouskos
(
CERN
)
Andrea Wulzer
(
CERN and EPFL
)
Gian Michele Innocenti
(
CERN
)
Pietro Vischia
(
Universite Catholique de Louvain (UCL) (BE)
)
Lorenzo Moneta
(
CERN
)
15:00 - 15:05
15:05
Disentangling Boosted Higgs Boson Production Modes with Machine Learning
-
Yi-Lun Chung
(
National Tsing Hua University (TW)
)
Disentangling Boosted Higgs Boson Production Modes with Machine Learning
Yi-Lun Chung
(
National Tsing Hua University (TW)
)
15:05 - 15:30
15:30
Question time
Question time
15:30 - 15:35
15:35
Distinguishing Vector-Boson Fusion Signatures with Convolutional Neural Networks: Invisible Higgs Decay
-
Vishal Singh Ngairangbam
(
SRF, Theoretical Physics Division, Physical Research Laboratory, Ahmedabad (India)
)
Distinguishing Vector-Boson Fusion Signatures with Convolutional Neural Networks: Invisible Higgs Decay
Vishal Singh Ngairangbam
(
SRF, Theoretical Physics Division, Physical Research Laboratory, Ahmedabad (India)
)
15:35 - 16:00
16:00
Question time
Question time
16:00 - 16:05
16:05
General recipe to form input space for deep learning analysis of HEP scattering processes
-
Lev Dudko
(
M.V. Lomonosov Moscow State University (RU)
)
General recipe to form input space for deep learning analysis of HEP scattering processes
Lev Dudko
(
M.V. Lomonosov Moscow State University (RU)
)
16:05 - 16:30
16:30
Question time
Question time
16:30 - 16:35
16:35
Model-Independent Detection of New Physics Signals Using Interpretable Semi-Supervised Classifier Tests
-
Purvasha Chakravarti
(
Imperial College London
)
Model-Independent Detection of New Physics Signals Using Interpretable Semi-Supervised Classifier Tests
Purvasha Chakravarti
(
Imperial College London
)
16:35 - 17:00
17:00
Question time
Question time
17:00 - 17:05
17:05
Domain Adaptation Techniques in Particle Identification for the ALICE experiment
-
Michal Kurzynka
(
Warsaw University of Technology (PL)
)
Domain Adaptation Techniques in Particle Identification for the ALICE experiment
Michal Kurzynka
(
Warsaw University of Technology (PL)
)
17:05 - 17:30
17:30
Question time
Question time
17:30 - 17:35
17:35
Interpretable Networks for Identifying Leptons
-
Daniel Whiteson
(
University of California Irvine (US)
)
Interpretable Networks for Identifying Leptons
Daniel Whiteson
(
University of California Irvine (US)
)
17:35 - 18:00
18:00
Question time
Question time
18:00 - 18:05