ML Tools for Physics at Colliders (10-11 October 2024) · Indico Global

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ML Tools for Physics at Colliders

from Thursday, 10 October 2024 (13:00) to Friday, 11 October 2024 (13:00)

Monday, 7 October 2024
Tuesday, 8 October 2024
Wednesday, 9 October 2024
Thursday, 10 October 2024
13:00 Transformers: Transformers - intro
Transformers - intro
13:00 - 17:00
Room: 354/1-016
Contributions

13:00 Transformers - intro - Davide Valsecchi (ETH Zurich (CH))

14:00 Full particles regression - Davide Valsecchi (ETH Zurich (CH))

15:00 Regressions tip and tricks - Davide Valsecchi (ETH Zurich (CH))

16:00 Constrained loss minimization with MDMM - Davide Valsecchi (ETH Zurich (CH))
Friday, 11 October 2024
09:00 Generative models and probabilistic ML: Generative models and probabilistic ML
Generative models and probabilistic ML
09:00 - 13:00
Room: 354/1-016
Contributions

09:00 Introduction to Normalizing Flows - Davide Valsecchi (ETH Zurich (CH))

10:25 Normalizing Flows for event boost conditional probability - Davide Valsecchi (ETH Zurich (CH))

12:00 Normalizing Flows for neutrinos generation in WW - Davide Valsecchi (ETH Zurich (CH))