IML Machine Learning Working Group (video only)

Tuesday 7 Apr 2020, 15:00 → 18:00 Europe/Zurich

Video only

Agenda under development. If you like to present, please contact iml.coordinators@cern.ch .  

 

Meeting is on zoom (check your mail to know the password)

 

IML meeting
7 Apr. 2020 02:30 PM Paris

Participate to Zoom meeting

meeting ID  : 345 572 868
Mot de passe : XXXXX (check your mail)

To join with the phone, find your local phone number: https://ijclab.zoom.us/u/aerEcMkacL

Organized by the IML coordinators

Gian Michele Innocenti (ALICE)
David Rousseau (ATLAS)
Loukas Gouskos (CMS)
Paul Seyfert (LHCB)
Lorenzo Moneta (SFT)
Riccardo Torre (TH)
Andrea Wulzer (TH)

15:00 → 15:10 News

Speakers: Andrea Wulzer (CERN and EPFL), David Rousseau (LAL-Orsay, FR), Gian Michele Innocenti (CERN), Lorenzo Moneta (CERN), Loukas Gouskos (CERN), Paul Seyfert (CERN), Riccardo Torre (CERN)

slides

15:10 → 15:35 Optimal statistical inference in the presence of systematic uncertainties using neural network optimization based on binned Poisson likelihoods with nuisance parameters

Speaker: Stefan Wunsch (KIT - Karlsruhe Institute of Technology (DE))

arXiv 2003.07186

slides.pdf

15:35 → 16:00 Differentiable Analysis

Speaker: Mr Nathan Daniel Simpson (Lund University (SE))

Differentiable Analysis

differentiable analysis with Jax & pyhf-3.pdf

16:00 → 16:25 Towards a Computer Vision Particle Flow

https://arxiv.org/abs/2003.08863

Speaker: Sanmay Ganguly (Weizmann Institute of Science (IL))

arXiv : 2003.08863

IML_2020_April.pdf

16:25 → 16:50 Object condensation for particle flow

Speaker: Jan Kieseler (CERN)

arxiv:2002.03605

obj_cond_PF_IML20200407.pdf