Learning to Discover : Advanced Pattern Recognition
from
Monday 14 October 2019 (09:00)
to
Friday 25 October 2019 (12:00)
Monday 14 October 2019
¶
09:30
Introduction
Introduction
09:30 - 10:30
Contributions
09:30
Introduction: Goals & Modes
-
Andreas Salzburger
(
CERN
)
09:50
Institut Pascal: Welcome and Mission Statement from the director
-
Denis Ullmo
(
LPTMS
)
10:10
Practicalities
-
Sabrina Soccard
(
Institut Pascal
)
10:30
Coffee break 1
Coffee break 1
10:30 - 11:00
11:00
Pattern recognition in HEP
Pattern recognition in HEP
11:00 - 12:30
Contributions
11:00
Pattern Recognition in HEP
-
Markus Elsing
(
CERN
)
12:30
Monday Lunch
Monday Lunch
12:30 - 14:00
14:00
Pattern recognition
Pattern recognition
14:00 - 15:30
Contributions
14:00
Path operators for thin objects restoration
-
Talbot Hugues
(
CentraleSupélec, Université Paris-Saclay
)
15:30
Coffee break 2
Coffee break 2
15:30 - 16:00
16:00
Discussions
Discussions
16:00 - 17:30
Tuesday 15 October 2019
¶
09:20
Announcement
-
Andreas Salzburger
(
CERN
)
Announcement
Andreas Salzburger
(
CERN
)
09:20 - 09:30
09:30
Summary of the Tracking ML Challenge
Summary of the Tracking ML Challenge
09:30 - 11:00
Contributions
09:30
Summary of the TrackML Challenge
-
Moritz Kiehn
(
Universite de Geneve (CH)
)
10:30
Q&A, Discussion
11:00
Coffee break 3
Coffee break 3
11:00 - 11:30
11:30
Track reconstruction with similarity hashing
Track reconstruction with similarity hashing
11:30 - 13:00
Contributions
11:30
Track reconstruction with similarity hashing
-
Sabrina Amrouche
(
Université de Geneve (CH)
)
12:30
Q&A, Discussion
13:00
Tuesday lunch
Tuesday lunch
13:00 - 14:00
14:00
Graph networks for track reconstruction
Graph networks for track reconstruction
14:00 - 15:30
Contributions
14:00
Graph networks for track reconstruction
-
Marcel Kunze
(
Heidelberg University
)
15:00
Q&A, Discussion
15:30
Coffee break 4
Coffee break 4
15:30 - 16:00
16:00
Discussions
Discussions
16:00 - 17:30
17:30
Science Hour
Science Hour
17:30 - 18:30
Wednesday 16 October 2019
¶
09:30
GPU usage in HEP
GPU usage in HEP
09:30 - 11:00
Contributions
09:30
GPU usage in HEP
-
Felice Pantaleo
(
CERN
)
10:30
Q&A, Discussion
11:00
Coffee break 5
Coffee break 5
11:00 - 11:30
11:30
Variable latency tracking at 30 MHz
Variable latency tracking at 30 MHz
11:30 - 13:00
Contributions
11:30
Variable latency tracking at 30 MHz
-
Vladimir Gligorov
(
Centre National de la Recherche Scientifique (FR)
)
12:30
Q&A, Discussion
13:00
Wednesday lunch
Wednesday lunch
13:00 - 14:00
14:00
Performance vs Portability vs Productivity vs Precision : a trail in the hardware and software jungle.
Performance vs Portability vs Productivity vs Precision : a trail in the hardware and software jungle.
14:00 - 15:30
Contributions
14:00
Performance vs Portability vs Productivity vs Precision : a trail in the hardware and software jungle.
-
David Chamont
(
LAL
)
15:00
Q&A, Discussion
15:30
Coffee break 6
Coffee break 6
15:30 - 16:00
16:00
Discussions
Discussions
16:00 - 17:30
Thursday 17 October 2019
¶
09:30
Quantum Computing meets HEP
Quantum Computing meets HEP
09:30 - 11:00
Contributions
09:30
Quantum Computing meets HEP
-
Lucy Linder
10:30
Q&A, Discussion
11:00
Coffee break 7
Coffee break 7
11:00 - 11:30
11:30
Introduction to random matrices and tensors, and application to Principal Component Analysis
Introduction to random matrices and tensors, and application to Principal Component Analysis
11:30 - 13:00
Contributions
11:30
Introduction to random matrices and tensors, and application to Principal Component Analysis)
13:00
Thursday lunch
Thursday lunch
13:00 - 14:00
14:00
Optical Processing Unit
Optical Processing Unit
14:00 - 15:30
Contributions
14:00
Optical random features for large-scale machine learning
-
Laurent Daudet
14:45
Demo of OPU on ML applications
-
Iacopo Poli
15:30
Coffee break 8
Coffee break 8
15:30 - 16:00
16:00
First attempts of using OPU on HEP problems
First attempts of using OPU on HEP problems
16:00 - 17:30
Contributions
16:00
OPU Hands-On
19:00
1st week social dinner at the Gramophone
1st week social dinner at the Gramophone
19:00 - 21:00
Friday 18 October 2019
¶
09:30
Event display in HEP
Event display in HEP
09:30 - 11:00
Contributions
09:30
Event Displays in HEP
-
Edward Moyse
(
University of Massachusetts (US)
)
10:30
Q&A, Discussion
11:00
Coffee break 9
Coffee break 9
11:00 - 11:30
11:30
Virtual Reality and Augmented Reality in HEP
Virtual Reality and Augmented Reality in HEP
11:30 - 13:00
Contributions
11:30
VR and AR in HEP
-
Tobias Isenberg
(
Inria
)
12:30
Q&A, Discussion
13:00
Friday lunch
Friday lunch
13:00 - 14:00
14:00
Hands-on: Phoenix, run and develop
Hands-on: Phoenix, run and develop
14:00 - 15:30
Contributions
14:00
Phoenix Hands-on
-
Emilio Cortina
Saturday 19 October 2019
¶
Sunday 20 October 2019
¶
Monday 21 October 2019
¶
09:30
Introduction - week 2
Introduction - week 2
09:30 - 09:45
Contributions
09:30
Institut Pascal - an introduction
-
Jacques Bittoun
09:45
HEP.TrkX, EXA.TrkX and beyond
HEP.TrkX, EXA.TrkX and beyond
09:45 - 11:15
Contributions
09:45
HEP.TrkX, Exa.TrkX & beyond
-
Jean-Roch Vlimant
(
California Institute of Technology (US)
)
10:45
Q&A, Discussion
11:15
Coffee break 10
Coffee break 10
11:15 - 11:30
11:30
Scattering transform for pattern recognition
Scattering transform for pattern recognition
11:30 - 13:00
Contributions
11:30
Scattering transform for pattern recognition
-
Edouard Oyallon
(
Centre de Vision Numérique
)
12:30
Q&A, Discussion
13:00
Monday lunch
Monday lunch
13:00 - 14:00
14:00
Detector and Algorithm development with ACTS
Detector and Algorithm development with ACTS
14:00 - 15:30
Contributions
14:00
ACTS Status & plans
-
Andreas Salzburger
(
CERN
)
15:00
Q&A, Discussion
15:30
Coffee break 11
Coffee break 11
15:30 - 16:00
16:00
Detector and Algorithm development with ACTS
Detector and Algorithm development with ACTS
16:00 - 17:00
Contributions
16:00
ACTS hands-on
-
Andreas Salzburger
(
CERN
)
Tuesday 22 October 2019
¶
09:30
A classical fast tracking algorithm: Mikado
A classical fast tracking algorithm: Mikado
09:30 - 11:00
Contributions
09:30
The Mikado algorithm & beyond
-
Sergey Gorbunov
(
Johann-Wolfgang-Goethe Univ. (DE)
)
10:30
Q&A, Discussion
11:00
Coffee break 12
Coffee break 12
11:00 - 11:15
11:15
Timing in pattern and event reconstruction
Timing in pattern and event reconstruction
11:15 - 12:45
Contributions
11:15
Timing detectors in Phase-2
-
Corentin Allaire
(
Centre National de la Recherche Scientifique (FR)
)
11:45
Timing in propagation and pattern recognition
-
Fabian Klimpel
(
Max-Planck-Institut fur Physik (DE)
)
12:15
Q&A, Discussion
12:45
Tuesday lunch
Tuesday lunch
12:45 - 13:45
17:00
Scientific hour == drinks !
Scientific hour == drinks !
17:00 - 18:00
Wednesday 23 October 2019
¶
09:30
Running Data Challenges
Running Data Challenges
09:30 - 10:45
Contributions
09:30
Running Data Challenges
-
David Rousseau
(
LAL-Orsay, FR
)
10:30
Q&A, Discussion
10:45
N-Body simulations and beyond
N-Body simulations and beyond
10:45 - 11:45
Contributions
10:45
N-Body simulations and beyond
-
Kazuya Koyama
(
University of Portsmouth
)
11:30
Q&A, Discussion
11:45
HEP meets ASTRO coffee 1
HEP meets ASTRO coffee 1
11:45 - 12:00
12:00
Metric Learning
Metric Learning
12:00 - 13:15
Contributions
12:00
Metric learning
-
Amaury Habrard
(
Université Saint-Étienne
)
13:00
Q&A, Discussion
13:15
HEP meets ASTRO buffet
HEP meets ASTRO buffet
13:15 - 14:15
14:15
Deep learning for Cosmology
Deep learning for Cosmology
14:15 - 15:30
Contributions
14:15
Deep learning for cosmology
-
Anais Moller
Moeller Anais
15:15
Q&A, Discussion
15:30
HEP meets ASTRO coffee 2
HEP meets ASTRO coffee 2
15:30 - 16:00
16:00
HEP meets ASTRO discussion
HEP meets ASTRO discussion
16:00 - 17:30
19:30
Conference dinner at "La part des anges"
Conference dinner at "La part des anges"
19:30 - 21:30
Thursday 24 October 2019
¶
10:30
Fast indexing based on the latent space representation
Fast indexing based on the latent space representation
10:30 - 12:00
Contributions
10:30
Fast indexing based on the latent space representation
-
Slava Voloshynovskiy
(
Université de Genève
)
11:30
Q&A, Discussion
12:00
Thursday lunch
Thursday lunch
12:00 - 13:30
13:30
Graph networks for vertexing
Graph networks for vertexing
13:30 - 15:00
Contributions
13:30
Graph networks for vertex reconstruction
-
Jonathan Shlomi
(
Weizmann Institute of Science (IL)
)
14:30
Q&A, Discussion
15:00
Coffee break 13
Coffee break 13
15:00 - 15:30
Friday 25 October 2019
¶
09:30
An attempted summary
An attempted summary
09:30 - 10:30
Contributions
09:30
Attempted Summary
-
Andreas Salzburger
(
CERN
)
10:30
Coffee break 14
Coffee break 14
10:30 - 11:00
11:00
Springer editor team discussion (t.b.c.)
Springer editor team discussion (t.b.c.)
11:00 - 12:00