Accueil Accueil

Paris-Saclay Center for Data Science kick-off meeting
The data science challenges of particle physics Kyle Cranmer (5279) - Lundi 30 juin 2014 16:30 - 17:10

The data science challenges of particle physics Kyle Cranmer

Session 3

Particle physics poses several unique challenges for data science with multi-petabyte datasets, complex particle detectors, and the search for exceedingly rare signals in the data. The field is characterized by large, international collaborations, which requires a high-level of collaboration. I will give an overview of our data science challenges and discuss the statistical aspects of the recent discovery of the Higgs boson, including the collaborative statistical modeling techniques that are transforming the field. I will identify places where our tools and techniques are quickly evolving or beginning to fail and opportunities for fruitful collaboration with the nascent field of data science.

Kyle Cranmer (New York University)

Informatique

IN2P3

Il a pour mission de développer et de coordonner les recherches poursuivies dans le domaine de la physique nucléaire, physique des particules et astroparticules.

Toutes les vidéos de l'évenement Paris-Saclay Center for Data Science kick-off meeting (13 videos)

00:16:23.01

2014-06-30

09:30 - 09:50 : Introduction : FCS and Université Paris-Saclay

00:18:17.02

2014-06-30

09:50 - 10:10 : Introduction : Center for Data Science

00:44:35.00

2014-06-30

10:10 - 10:50 : Machine learning for personalized genomics Jean-Philippe Vert

00:26:40.02

2014-06-30

11:20 - 11:45 : Enhancing functional neuroimaging with meta-analytic approaches B...

00:24:48.02

2014-06-30

11:45 - 12:10 : Data science in planetary science Frédéric Schmidt

00:30:18.02

2014-06-30

12:10 - 12:35 : Cosmology: from fundamental questions to computing challenges Rez...

00:32:42.76

2014-06-30

14:00 - 14:40 : The autonomous search engine Maarten de Rijke

00:27:57.78

2014-06-30

14:40 - 15:05 : The digital transition: applications of machine learning to marke...

00:19:33.62

2014-06-30

15:05 - 15:30 : Designing and learning features for music information retrieval J...

00:23:00.03

2014-06-30

15:30 - 15:55 : Direct-touch interaction for scientific visualization Tobias Isen...

00:43:00.01

2014-06-30

16:30 - 17:10 : The data science challenges of particle physics Kyle Cranmer

00:27:18.03

2014-06-30

17:10 - 17:35 : Challenges for data science initiatives – an innovation managem...

01:15:03.01

2014-06-30

17:35 - 18:30 : Panel discussion

Contact Webcast

La cellule webcast du CCIN2P3 vous propose de diffuser en direct et/ou en différé sur internet vos manifestations, colloques, conférences. Attention, ce service est réservé au domaine public dans le domaine de la Recherche Scientifique.


Cellule Webcast
Centre de Calcul IN2P3/CNRS
21 Avenue Pierre de Coubertin
CS70202
69627 VILLEURBANNE Cedex

Tél. :
+33(0) 4.78.93.08.80

Fax. :
+33(0) 4.72.69.41.70



Email :

Voir les mentions légales du site