Name: 1st Pan-European Advanced School on Statistics in High Energy Physics
Start: 2019-10-28T09:00:00+01:00
End: 2019-11-01T14:00:00+01:00
Location: DESY Hamburg

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

from Monday, 28 October 2019 (09:00) to Friday, 1 November 2019 (14:00)

Monday, 28 October 2019

12:30

12:30 - 14:00
Room: SR 4a/b
14:00
14:00 - 18:10
Room: SR 4a/b
Contributions

14:00 Welcome to School - Olaf Behnke (DESY)

14:05 Bayesian Inference Lecture I - Allen Caldwell (MPI Munich)

16:00 Bayesian Analysis Toolkit Tutorial I - Oliver Schulz (MPI Munich)
18:30

18:30 - 20:00
Room: Foyer of the main auditorium (building 5)
Tuesday, 29 October 2019
09:00
09:00 - 12:30
Room: SR 4a/b
Contributions

09:00 Bayesian Inference Lecture II - Allen Caldwell (MPI Munich)

11:00 Bayesian Analysis Toolkit Tutorial II - Oliver Schulz (MPI Munich)
12:30 Lunch Break
Lunch Break
12:30 - 14:00
Room: SR 4a/b
14:00
14:00 - 18:00
Room: SR 4a/b
Contributions

14:00 Likelihood Free Inference - Gilles Louppe (Liege University)

16:00 Likelihood-free Inference (Passive) Tutorial - Gilles Louppe (University of Liège)

16:30 Probabilistic Programming - Lukas Heinrich (CERN)
Wednesday, 30 October 2019
09:00
09:00 - 12:30
Room: SR 4a/b
Contributions

09:00 Generative Models - Gregor Kasieczka (Institut fuer Experimentalphysik / UHH)

11:00 Variational Autoencoder Tutorial - Gregor Kasieczka (Institut fuer Experimentalphysik / UHH)
12:30 Lunch Break
Lunch Break
12:30 - 14:00
Room: SR 4a/b
14:00
14:00 - 18:45
Room: SR 4a/b
Contributions

14:00 Exemplary usages of GANs in the ATLAS experiment - Michele Faucci Giannelli (Edinburgh)

15:00 Traditional inference with ML tools I - Lukas Heinrich (CERN)

16:00 Traditional inference with ML tools II - Lukas Heinrich (CERN)

16:30 Automated Differentiation - Lukas Heinrich (CERN)

17:15 Bayesian Inference III - Allen Caldwell (MPI)
19:30

19:30 - 22:00
Room: Canteen Extension Bld. 9
Thursday, 31 October 2019
09:00
09:00 - 12:30
Room: SR 4a/b
Contributions

09:00 Decision making under uncertainties" - Fabio Priuli (Pangea Formazione S.r.l.) Sara Borroni (Pangea Formazione S.r.l.)

09:45 Gaussian Processes for Particle Physicists I - Mikael Kuusela (Carnegie Mellon University)

11:00 Gaussian Processes for Particle Physicists II - Mikael Kuusela (Carnegie Mellon University)

11:45 Introduction to Unfolding Methods in HEP I - Mikael Kuusela (Carnegie Mellon University)
12:30 Lunch Break
Lunch Break
12:30 - 13:30
Room: SR 4a/b
13:15
13:15 - 19:00
Room: SR 4a/b
Contributions

13:30 Introduction to Unfolding Methods in HEP II - Mikael Kuusela (Carnegie Mellon University)

14:15 RooFitUnfold Tutorial - Carsten Burgard (Nikhef) Lydia Brenner (DESY) Pim Verschuuren (Royal Holloway, University of London)

16:15 RooFitUnfold Tutorial II - Carsten Burgard (Nikhef) Lydia Brenner (DESY) Pim Verschuren (Royal Holloway, University of London)

17:30 Approximate Bayesian Computing - Chad Shafer (CMU)
Friday, 1 November 2019
09:00
09:00 - 12:30
Room: SR 4a/b
Contributions

09:00 Non-Parametric Inference I - Chad Shafer (CMU)

11:00 Non-Parametric Inference II - Chad Shafer (CMU)

12:25 Closing of the School - Olaf Behnke (DESY)
12:30 Lunch Break
Lunch Break
12:30 - 14:00
Room: SR 4a/b