Workshop on Machine Learning Methods at the LHC
from
Monday 17 October 2022 (10:00)
to
Friday 21 October 2022 (12:30)
Monday 17 October 2022
10:00
Lecture 1: Intro to machine learning, dense neural networks
-
Loukas Gouskos
(
CERN
)
Lecture 1: Intro to machine learning, dense neural networks
Loukas Gouskos
(
CERN
)
10:00 - 11:00
Room: B012
11:15
Hands-on tutorial
-
Loukas Gouskos
(
CERN
)
Hands-on tutorial
Loukas Gouskos
(
CERN
)
11:15 - 12:30
Room: B012
Tuesday 18 October 2022
10:00
Lecture 2: Convolutional neural networks
-
Loukas Gouskos
(
CERN
)
Lecture 2: Convolutional neural networks
Loukas Gouskos
(
CERN
)
10:00 - 11:00
Room: B012
11:15
Hands-on tutorial
-
Loukas Gouskos
(
CERN
)
Hands-on tutorial
Loukas Gouskos
(
CERN
)
11:15 - 12:30
Room: B012
Wednesday 19 October 2022
09:00
Lecture 3: Graph neural networks
-
Loukas Gouskos
(
CERN
)
Lecture 3: Graph neural networks
Loukas Gouskos
(
CERN
)
09:00 - 10:00
Room: B012
15:00
Hands-on tutorial
-
Loukas Gouskos
(
CERN
)
Hands-on tutorial
Loukas Gouskos
(
CERN
)
15:00 - 16:00
Room: B012
Thursday 20 October 2022
10:00
Lecture 4: ParticleNet I
-
Loukas Gouskos
(
CERN
)
Lecture 4: ParticleNet I
Loukas Gouskos
(
CERN
)
10:00 - 11:00
Room: B012
11:15
Hands-on tutorial
-
Loukas Gouskos
(
CERN
)
Hands-on tutorial
Loukas Gouskos
(
CERN
)
11:15 - 12:30
Room: B012
Friday 21 October 2022
10:00
Lecture 5: ParticleNet II
-
Loukas Gouskos
(
CERN
)
Lecture 5: ParticleNet II
Loukas Gouskos
(
CERN
)
10:00 - 11:00
Room: B012
11:15
Hands-on tutorial
-
Loukas Gouskos
(
CERN
)
Hands-on tutorial
Loukas Gouskos
(
CERN
)
11:15 - 12:30
Room: B012