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23–28 Oct 2022
Villa Romanazzi Carducci, Bari, Italy
Europe/Rome timezone

Session

Track 2: Data Analysis - Algorithms and Tools

T2
24 Oct 2022, 14:30
Sala Europa (Villa Romanazzi)

Sala Europa

Villa Romanazzi

Conveners

Track 2: Data Analysis - Algorithms and Tools

  • Adriano Di Florio (Politecnico e INFN, Bari)
  • Sophie Berkman

Track 2: Data Analysis - Algorithms and Tools

  • Adriano Di Florio (Politecnico e INFN, Bari)
  • Enrico Guiraud (EP-SFT, CERN)

Track 2: Data Analysis - Algorithms and Tools

  • Tony Di Pilato (CASUS - Center for Advanced Systems Understanding (DE))
  • Sophie Berkman

Track 2: Data Analysis - Algorithms and Tools

  • Claudio Caputo (Universite Catholique de Louvain (UCL) (BE))
  • Gregor Kasieczka (Hamburg University (DE))

Track 2: Data Analysis - Algorithms and Tools

  • Felice Pantaleo (CERN)
  • Dalila Salamani (CERN)

Track 2: Data Analysis - Algorithms and Tools

  • Davide Valsecchi (ETH Zurich (CH))
  • Thomas Owen James (Imperial College (GB))

Track 2: Data Analysis - Algorithms and Tools

  • Patrick Rieck (New York University (US))
  • Erica Brondolin (CERN)

Track 2: Data Analysis - Algorithms and Tools

  • Piyush Raikwar
  • Jennifer Ngadiuba (INFN, Milano)

Presentation materials

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Prof. Davide Pagano
Long Short-Term Memory Networks and Bayesian Inference for Time-evolving Systems: an Industrial Case
Sala Europa, Villa Romanazzi
14:30 - 14:50
Luca Anzalone
Affine Parametric Neural Networks for High-Energy Physics
Sala Europa, Villa Romanazzi
14:50 - 15:10
Humberto Reyes-González
Learning full-likelihoods of LHC results with Normalizing Flows.
Sala Europa, Villa Romanazzi
15:10 - 15:30
Abhijith Gandrakota
Hunting for signals using Gaussian Process regression
Sala Europa, Villa Romanazzi
15:30 - 15:50
Philipp Zehetner
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks
Sala Europa, Villa Romanazzi
15:50 - 16:10
Tony Di Pilato
Performance study of the CLUE algorithm with the alpaka library
Sala Europa, Villa Romanazzi
16:40 - 17:00
Ouail Kitouni
Neural Estimation of Energy Mover’s Distance for Clustering
Sala Europa, Villa Romanazzi
17:00 - 17:20
Sitian Qian
Particle Transformer for Jet Tagging
Sala Europa, Villa Romanazzi
17:20 - 17:40
Mr Ilyes Batatia et al.
Boost-Invariant Polynomials: an efficient and interpretable approach to jet tagging
Sala Europa, Villa Romanazzi
17:40 - 18:00