IML LHC Machine Learning WG Meeting

Friday 4 Dec 2015, 15:00 → 18:00 Europe/Zurich

40/S2-D01 - Salle Dirac (CERN)

2015-12-04-minutes.txt

1 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

2 Machine Learning Challenges in HEP: HiggsML lessons

Speaker: David Rousseau (LAL-Orsay, FR)

tr151104_davidRousseau_IML_HiggsML.pptx.pdf

3 Machine Learning Challenges in HEP: LHCb challenge lessons

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

Ustyuzhanin__FoP_Summary.pdf

4 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

5 Machine Learning Challenges in HEP: Upcoming Tracking Challenge

Speaker: Andreas Salzburger (CERN)

ML-Tracking-Challenge.pdf

6 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

7 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

8 ChaLearn for HEP competitions

Speaker: Isabelle Guyon (ClopiNet)

ChaLearn_LHC.pdf

ChaLearn_LHC.ppt

9 Update on Cross-Validation in TMVA

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

crossvalid_LHCML.pdf