Name: Topical Lectures "Machine Learning"
Start: 2022-06-08T09:30:00+02:00
End: 2022-06-10T18:00:00+02:00
Location: Nikhef/CWI

Topical Lectures "Machine Learning"

from Wednesday, 8 June 2022 (09:30) to Friday, 10 June 2022 (18:00)

Monday, 6 June 2022
Tuesday, 7 June 2022
Wednesday, 8 June 2022
09:30 Morning session I - Juan Rojo
Morning session I
- Juan Rojo
09:30 - 11:00
Room: Z009 General introduction to Machine Learning, including supervised (regression + classification) and unsupervised learning and (deep) neural networks
11:00 Coffee break
Coffee break
11:00 - 11:15
Room: Z009
11:15 Morning session II - Juan Rojo
Morning session II
- Juan Rojo
11:15 - 12:45
Room: Z009 General introduction to Machine Learning, including supervised (regression + classification) and unsupervised learning and (deep) neural networks
12:45 Lunch break
Lunch break
12:45 - 13:45
13:45 Afternoon session I - Tanjona Radonirina Rabemananjara (NIKHEF & VU Amsterdam)
Afternoon session I
- Tanjona Radonirina Rabemananjara (NIKHEF & VU Amsterdam)
13:45 - 15:15
Room: Z009 hands-on tutorials with Jupyter notebooks (supervised learning regression + classification)
15:15 Tea break
Tea break
15:15 - 15:30
Room: Z009
15:30 Afternoon session II - Tanjona Radonirina Rabemananjara (NIKHEF & VU Amsterdam)
Afternoon session II
- Tanjona Radonirina Rabemananjara (NIKHEF & VU Amsterdam)
15:30 - 17:00
Room: Z009 hands-on tutorials with Jupyter notebooks (supervised learning regression + classification)
Thursday, 9 June 2022
09:30 Morning session I - Juan Rojo
Morning session I
- Juan Rojo
09:30 - 11:00
Room: Z009 advanced topics in machine learning: convolutional networks, adversarial learning, reinforcement learning
11:00 Coffee break
Coffee break
11:00 - 11:15
Room: Z009
11:15 Morning session II - Jacco de Vries
Morning session II
- Jacco de Vries
11:15 - 12:45
Room: Z009 machine learning for LHCb/flavor physics
12:45 Lunch break
Lunch break
12:45 - 13:45
13:45 Afternoon session I - Tanjona Radonirina Rabemananjara (NIKHEF & VU Amsterdam)
Afternoon session I
- Tanjona Radonirina Rabemananjara (NIKHEF & VU Amsterdam)
13:45 - 15:15
Room: Z009 hands-on tutorials with Jupyter notebooks (unsupervised learning)
15:15 Tea break
Tea break
15:15 - 15:30
Room: Z009
15:30 Afternoon session II - Jacco de Vries
Afternoon session II
- Jacco de Vries
15:30 - 17:00
Room: Z009 hands-on tutorials with Jupyter notebooks (ML for LHCb/flavor physics)
Friday, 10 June 2022
09:30 Morning session I - Amit Reza (Nikhef Amsterdam)
Morning session I
- Amit Reza (Nikhef Amsterdam)
09:30 - 11:00
Room: Z009 CNNs in gravitational wave physics
11:00 Coffee break
Coffee break
11:00 - 11:15
Room: Z009
11:15 Morning session II - Johnny Raine
Morning session II
- Johnny Raine
11:15 - 12:45
Room: Z009 machine learning for LHC high-pT physics
12:45 Lunch break
Lunch break
12:45 - 13:45
13:45 Afternoon session I - Amit Reza (Nikhef Amsterdam)
Afternoon session I
- Amit Reza (Nikhef Amsterdam)
13:45 - 15:15
Room: Z009 hands-on tutorials with Jupyter notebooks (CNNs in GWs)
15:15 Tea break
Tea break
15:15 - 15:30
Room: Z009
15:30 Afternoon session II - Johnny Raine (CERN)
Afternoon session II
- Johnny Raine (CERN)
15:30 - 17:00
Room: Z009 hands-on tutorials with Jupyter notebooks (ML in ATLAS)
17:00 Drinks!
Drinks!
17:00 - 18:00
Room: Z009