ML Tools for Physics at Colliders

Contribution List

1. Transformers - intro

Davide Valsecchi (ETH Zurich (CH))

10/10/2024, 13:00

Transformers

2. Full particles regression

Davide Valsecchi (ETH Zurich (CH))

10/10/2024, 14:00

Transformers

3. Regressions tip and tricks

Davide Valsecchi (ETH Zurich (CH))

10/10/2024, 15:00

Transformers

4. Constrained loss minimization with MDMM

Davide Valsecchi (ETH Zurich (CH))

10/10/2024, 16:00

Transformers

5. Introduction to Normalizing Flows

Davide Valsecchi (ETH Zurich (CH))

11/10/2024, 09:00

Generative models and probabilistic ML

6. Normalizing Flows for event boost conditional probability

Davide Valsecchi (ETH Zurich (CH))

11/10/2024, 10:25

Generative models and probabilistic ML

7. Normalizing Flows for neutrinos generation in WW

Davide Valsecchi (ETH Zurich (CH))

11/10/2024, 12:00

Generative models and probabilistic ML