9-13 November 2015
CERN
Europe/Zurich timezone
There is a live webcast for this event.

ML at ATLAS&CMS : setting the stage

9 Nov 2015, 11:00
40m
222-R-001 (CERN)

222-R-001

CERN

200
Show room on map

Speaker

Mauro Donega (Eidgenoessische Tech. Hochschule Zuerich (CH))

Description

In the early days of the LHC the canonical problems of classification and regression were mostly addressed using simple cut-based techniques. Today, ML techniques (some already pioneered in pre-LHC or non collider experiments) play a fundamental role in the toolbox of any experimentalist. The talk will introduce, through a representative collection of examples, the problems addressed with ML techniques at the LHC. The goal of the talk is to set the stage for a constructive discussion with non-HEP ML practitioners, focusing on the specificities of HEP applications.

Presentation Materials

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