Name: Learning to Discover : Advanced Pattern Recognition
Start: 2019-10-14T09:00:00+02:00
End: 2019-10-25T12:00:00+02:00
Location: Institut Pascal, Orsay. Paris

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

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