2-4 May 2016
LAL
Europe/Zurich timezone

Machine Learning Hackathon (RAMP) on Anomaly Detection

Not scheduled
3h
Amphiteatre Pierre Leman (LAL)

Amphiteatre Pierre Leman

LAL

Domaine Universitaire Bat. 200 B.P. 34 91898 Orsay Cedex France See <a href=http://www.lal.in2p3.fr/-Getting-to-LAL,87-?lang=en target=_howtogetthere>how to get there</a> and <a href=https://indico.cern.ch/event/496146/attachments/1233570/1874040/From_RER_stations_to_LAL.png target=_access_map>access map</a>

Speakers

Balázs Kégl (Linear Accelerator Laboratory) David Rousseau (LAL-Orsay, FR)Dr Jean-Roch Vlimant (California Institute of Technology (US))

Summary

Suppose you have two datasets which are supposed to be identical. For example MC production v1, MC production v2; data of yesterday, data of today. How to detect differences ? This is done typically by comparing rates, or manually defined histograms. How to do this in an automatized, Machine Learning way ? The objective will be to detect differences between two datasets, identical except for introduced manipulations. The RAMP platform allows participants to collaborate to achieve this goal.

Presentation Materials

There are no materials yet.