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Paris-Saclay Center for Data Science kick-off meeting
Machine learning for personalized genomics Jean-Philippe Vert (5270) - Lundi 30 juin 2014 10:10 - 10:50

Machine learning for personalized genomics Jean-Philippe Vert

Session 1

The rapid technological developments in biology, in particular of DNA sequencing technologies, allow us to collect large amounts of molecular data about the genome of each individual, and opens the possibility to predict drug response or evaluate the risk of various diseases from one's molecular identity. In this talk I will discuss some regularization-based approaches we have developed to estimate complex, high-dimensional predictive models from relatively few samples, in particular in cancer prognosis and toxicogenetics.

Jean-Philippe Vert (Mines ParisTech / Institut Curie)

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

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