ML Tools for Physics at Colliders
10 Oct 2024, 13:00
→
11 Oct 2024, 13:00
Europe/Zurich
354/1-016 (CERN)
354/1-016
CERN
GitHub repository for code
Thursday 10 October
Thu 10 Oct
Fri 11 Oct
Transformers: Transformers - intro
Convener
:
Davide Valsecchi
(
ETH Zurich (CH)
)
2024-10-10 ML Tools for Precision Physics - part 1.pdf
1
Transformers - intro
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)
2
Full particles regression
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)
3
Regressions tip and tricks
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)
4
Constrained loss minimization with MDMM
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)
Friday 11 October
Thu 10 Oct
Fri 11 Oct
Generative models and probabilistic ML
Convener
:
Davide Valsecchi
(
ETH Zurich (CH)
)
2024-10-11 ML Tools for Precision Physics - part 2.pdf
5
Introduction to Normalizing Flows
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)
6
Normalizing Flows for event boost conditional probability
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)
7
Normalizing Flows for neutrinos generation in WW
Speaker
:
Davide Valsecchi
(
ETH Zurich (CH)
)