DarkMachines Monthly Meeting (KickOff)

Tuesday 19 Jun 2018, 14:00 → 17:00 Europe/Zurich

1 Introduction of the darkmachines project

Speaker: Sascha Caron (Nikhef National institute for subatomic physics (NL))

darkmachines.pdf

2 Particle track reconstruction with ML

Speaker: Fabian Gieseke

Gieseke Particle_track_reconstruction_with_ML.pdf

3 Inclusive analysis of Fermi-LAT point sources

Speakers: Gabrijela Zaharijas (CEA Saclay), Luc Hendriks (Nikhef)

ML4DM challenge intro.pdf

4 Collider searches for unknown physics

Speakers: Amir Farbin (University of Texas at Arlington (US)), Andrea De Simone (Scuola Int. Superiore di Studi Avanzati (IT)), Erzsebet Merenyi

De Simone Farbin Merenyi LHC&Unsupervised.pdf

5 Exploiting full info on DM signals in multi-WL observations

Speakers: Christoph Weniger (Max Planck Institute for Physics, Munich), Nicolao Fornengo (University of Torino and INFN)

Dark machines kickoff meeting-2.pdf

6 Indirect detection & unsupervised learning

Speakers: Roberto Munoz (CoEPP), german arturo gomez vargas

Vargas Un-Semi_supervised_challenge_v1.pdf

7 Uses cases for adversarial learning

Speaker: Gilles Louppe (New York University (US))

slides.pdf

8 Exploring high dimensional parameter spaces

Speakers: Martin John White (University of Adelaide (AU)), joaquin vanschoren

DarkMachines-Sampling-Jun2018.pdf

9 Strong lensing

Speaker: laurence perreault levasseur (Stanford University)

DarkMachines_stronglensing.pdf

10 Learning DM distributions

Speakers: Fabio Iocco (ICTP-SAIFR), Francesca Calore (LAPTh, CNRS)

DarkMachines-DM-distr.pdf

11 Discussion