RAMP 01 HiggsML

jeudi 15 janv. 2015, 08:30 → 18:00 Europe/Paris

Proto204

Akin Kazakci (MINES ParisTech), Alexandre Gramfort (Telecom ParisTech, CNRS), Balázs Kégl (LAL), Djalel Benbouzid (LAL, Université Paris-Sud), Gábor Melis (Franz Inc), Loïc Estève (INRIA)

This is the first event of a series of bootcamps that the CDS is launching. This first session is about

• a gentle introduction to practical machine learning,
• through a concrete application to the Higgs-ML challenge data (ATLAS experiment). 

We will be alternating working sessions with presentations and discussions.
We are delighted to welcome the special guest of this session, Gábor Melis, who recently won the Higgs-ML competition held by Kaggle.com.

The documentation of the Higgs-ML challenge can be found at http://higgsml.lal.in2p3.fr/documentation/, it is highly recommand to read it before starting the bootcamp.

The event will take place at Proto204, a 10 minute walk from either the Orsay-Ville or the Bur-sur-Yvette RER B stations.

Welcome of participants & Coffee

slides bootcamp-higgs-intro.pdf

Introduction talk

Data munging and machine learning session 1

Buffet & presentation of the first results

Data munging and machine learning session 2

Café

Data munging and machine learning session 3

Debriefing and closing