1st Pan-European Advanced School on Statistics in High Energy Physics

Session

Session 5

30 Oct 2019, 14:00

SR 4a/b (DESY Hamburg)

9. Exemplary usages of GANs in the ATLAS experiment

Michele Faucci Giannelli (Edinburgh)

30/10/2019, 14:00

Fast simulation will be a crucial tool for all LHC experiments from Run 3 and especially during HL-LHC. The increase in luminosity will not be matched by a similar increase in computing resources, therefore fast simulation will be the only way forward. Fast simulation is already used by the LHC experiments but it will need to be significantly improved to be used by all analyses. A...

19. Traditional inference with ML tools I

Lukas Heinrich (CERN)

30/10/2019, 15:00

21. Traditional inference with ML tools II

Lukas Heinrich (CERN)

30/10/2019, 16:00

22. Automated Differentiation

Lukas Heinrich (CERN)

30/10/2019, 16:30

23. Bayesian Inference III

Allen Caldwell (MPI)

30/10/2019, 17:15