IML LHC Machine Learning WG Meeting

Friday Dec 4, 2015, 3:00 PM → 6:00 PM Europe/Zurich

40/S2-D01 - Salle Dirac (CERN)

2015-12-04-minutes.txt

3:00 PM → 3:15 PM News and updates

Speakers: Dr Sergei Gleyzer (University of Florida (US)), Steven Randolph Schramm (Universite de Geneve (CH)), Tim Head (Ecole Polytechnique Federale de Lausanne (CH))

StevenSchramm-News.pdf

3:20 PM → 3:35 PM Machine Learning Challenges in HEP: HiggsML lessons

Speaker: David Rousseau (LAL-Orsay, FR)

tr151104_davidRousseau_IML_HiggsML.pptx.pdf

3:40 PM → 3:50 PM Machine Learning Challenges in HEP: LHCb challenge lessons

Speaker: Andrey Ustyuzhanin (Yandex School of Data Analysis (RU))

Ustyuzhanin__FoP_Summary.pdf

3:55 PM → 4:10 PM Machine Learning Challenges in HEP: Ideas for new challenges

Speakers: Josh Bendavid (California Institute of Technology (US)), Dr Sergei Gleyzer (University of Florida (US))

IML_Challenges_Sergei Gleyzer.pdf

mlmemchalleng-Dec4-2015.pdf

4:10 PM → 4:30 PM Machine Learning Challenges in HEP: Upcoming Tracking Challenge

Speaker: Andreas Salzburger (CERN)

ML-Tracking-Challenge.pdf

4:35 PM → 4:45 PM Machine Learning Challenges and Problem Statements in HEP

Speakers: Dr Gilles Louppe (New York University (US)), Tim Head (Ecole Polytechnique Federale de Lausanne (CH))

tim-gilles-challenges.pdf

4:50 PM → 5:05 PM Introduction to BEAT: a new platform for challenges

Speakers: Dr André Anjos (Idiap), André dos Anjos (University of Wisconsin), Dr Sebastien Marcel (Idiap)

beat.pdf

BEAT Platform Sign-Up page

BEAT Platform Website

5:05 PM → 5:20 PM ChaLearn for HEP competitions

Speaker: Isabelle Guyon (ClopiNet)

ChaLearn_LHC.pdf

ChaLearn_LHC.ppt

5:20 PM → 5:40 PM Update on Cross-Validation in TMVA

Speakers: Adrian Bevan (University of London (GB)), Thomas James Stevenson (University of London (GB))

crossvalid_LHCML.pdf