IML Machine Learning Working Group: unsupervised searches, part 2

Tuesday 30 Oct 2018, 15:00 → 18:00 Europe/Zurich

500/1-001 - Main Auditorium (CERN)

1 Introduction and news

Speakers: Lorenzo Moneta (CERN), Markus Stoye (Imperial College (GB)), Paul Seyfert (CERN), Rudiger Haake (Yale University (US)), Steven Schramm (Universite de Geneve (CH))

pseyfert.pdf

2 Searching for new physics without knowing the signal model

Speakers: Jeroen Schouwenberg (Nikhef National institute for subatomic physics (NL)), Sascha Caron (Nikhef National institute for subatomic physics (NL)), Simone Amoroso (Deutsches Elektronen-Synchrotron (DE))

GeneralSearch_ML_2018.pdf

Recording

3 CWoLa hunting

Speakers: Ben Nachman (Lawrence Berkeley National Lab. (US)), Jack Collins (University of Maryland and Johns Hopkins University)

IML_CWoLa_Hunting.pdf

Recording

4 QCD or What?

arXiv:1808.08979

Speaker: Jennifer Thompson (ITP Heidelberg)

autoencoder.pdf

Recording

5 Searching for New Physics with Deep Autoencoders

https://arxiv.org/abs/1808.08992

Speaker: David Shih (Rutgers University)

CERN ML seminar 2018.pdf