IML Machine Learning Working Group - Deep Learning and IML Challenge Follow-up

Wednesday 24 May 2017, 14:00 → 17:35 Europe/Zurich

4/3-006 - TH Conference Room (CERN)

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

14:00 → 15:30 QCD-Aware Neural Networks for Jet Physics: Theory Colloquium

https://indico.cern.ch/event/640111/

Link to Seminar agenda

15:30 → 17:30 regular IML meeting

15:30 News and group updates

Speakers: Lorenzo Moneta (CERN), Michele Floris (CERN), Paul Seyfert (CERN), Dr Sergei Gleyzer (University of Florida (US)), Steven Randolph Schramm (Universite de Geneve (CH))

pseyfert.pdf

15:40 IML workshop challenge winner presentation

Speaker: Mauro Verzetti (University of Rochester (US))

IML_2017May24.pdf

16:00 End-to-end reconstruction with deep learning

Speaker: Michael Andrews (Carnegie-Mellon University (US))

IML_2017MAY24_v1.pdf

16:20 Background rejection in NEXT using deep neural networks

https://arxiv.org/abs/1609.06202

Speaker: Joshua Edward Renner (Instituto de Fisica Corpuscular (ES))

renner_CERN_IML_240517.pdf

16:40 POWER AI and cognitive systems for deep learning/AI

Speaker: Ulrich Walter (IBM)

CERN_AI_Ulrich Walter.pdf

17:00 ML Tools Survey Overview

Speakers: Lorenzo Moneta (CERN), Michele Floris (CERN), Paul Seyfert (Universita & INFN, Milano-Bicocca (IT)), Sergei Gleyzer (University of Florida (US)), Steven Randolph Schramm (Universite de Geneve (CH))

StevenSchramm-MLsurvey.pdf

17:15 Minutes

IML-2017-05-24-minutes.txt