Machine Learning for Personalized Medicine

Marie-Curie Action: "Initial Training Networks"

Schedule

Program

Lectures will take place at Amphi Curie open to all participants unless specified otherwise. Lunches are offered in Green Cafe.

Thursday, Sept 11

08:00 - 08:45

Registration (Green Café)

08:45 - 09:00

Welcome (Amphi Curie)

09:00 - 10:30

Scientific Lecture 1 - Part 1 (Amphi Curie)

Bernhard Schölkopf
Max Planck Institute for Intelligent Systems

Kernel Methods

11:00 - 12:30

Scientific Lecture 1 - Part 2 (Amphi Curie)

Bernhard Schölkopf
Max Planck Institute for Intelligent Systems

Kernel Methods

12:30 - 14:00

Lunch (Green Café)

14:00 - 15:30

Complementary Skills Course 1 - Part 1 (Amphi Curie)

Mikel Tapia
University Carlos III

The Firm and the Financial Markets

16:00 - 17:30

Complementary Skills Course 1 - Part 2 (Amphi Curie)

Mikel Tapia
University Carlos III

The Firm and the Financial Markets

Friday, Sept 12

09:00 - 10:30

Invited Scientific Talk (Amphi Curie)

Pierre Baldi
University of California in Irvine

Carbon-Based Computing Vs Silicon-Based Computing: Towards A New Theory of Circadian Rhythms

11:00 - 12:30

Scientific Lecture 2 - Part 1 (Amphi Curie)

Fernando Pérez Cruz
University Carlos III

Bayesian Machine Learning and Graphical Models

Scientific Lecture (Amphi Curie)

Kristel Van Steen
University of Liege

Methodological aspects in  integromics: integrating multiple omics data sets

12:30 - 14:00

Lunch (Green Café)

13:00 - 14:00

Supervisory Board Meeting (A) (Amphi Curie)

Only ITN advisors

14:00 - 15:45

Complementary Skills Course 2 - Part 1 (Amphi Curie)

Patrice Wegener
Max Planck Institute for Biological Cybernetics

How to make good use of funding programmes for your own career development

16:15 - 18:00

Complementary Skills Course 2 - Part 2 (BDD cour anglaise 1 et 2)

Patrice Wegener
Max Planck Institute for Biological Cybernetics

How to make good use of funding programmes for your own career development

Hands on session at BDD Cour Anglaise 1 and 2 (limited to 24 participants)

Only registered participants

19:00

Social Event

Dinner at Restaurant Pharamond
24 rue de la Grande Truanderie, 75001 Paris

Meet in front of 193 rue St. Jacques at 6:15pm

Saturday, Sept 13

09:00 - 12:00

Research Forum (open to all, amphi BDD)

12:00 - 13:15

Lunch (Restaurant L'Arlecchino for ITN members only)

13:15 - 14:00

Industrial Talk (open to all, amphi BDD)

Fabien Heinemann
Roche

Machine learning in the health-care industry at Roche

14:00 - 18:00

Phd Advisory Committee Meeting (BDD salles annexes 1-4)

Only ITN students and advisors

Monday, Sept 15

09:00 - 17:30

Mid-Term Review (Amphi BDD with lunch at Restaurant L'Arlecchino)

Only ITN students and advisors

Tuesday, Sept 16

09:00 - 10:30

Scientific Lecture 3 - Part 1 (amphi Curie)

Volker Tresp
Siemens

Statistical Relational Learning

11:00 - 12:30

Scientific Lecture 3 - Part 2 (amphi Curie)

Volker Tresp
Siemens

Statistical Relational Learning

12:30 - 14:00

Lunch (Green Café)

14:00 - 15:30

Scientific Lecture 4 - Part 1 (amphi Curie)

Chen Yanover
IBM

Microbiome analytics: teeny organisms, Big Data

16:00 - 17:30

Scientific Lecture 4 - Part 2 (amphi Curie)

Chen Yanover
IBM

Microbiome analytics: teeny organisms, Big Data

Wednesday, Sept 17

09:00 - 10:30

Invited Scientific Talk (amphi Curie)

Guillaume Bourque
McGuill University

Deciphering human non-coding DNA using machine learning approaches

11:00 - 12:30

Scientific Lecture 2 - Part 2 (amphi Curie)

Antonio Artés Rodríguez
University Carlos III

Bayesian Machine Learning and Graphical Models

12:30 - 14:00

Lunch (Green Café)

14:00 - 15:30

Complementary Skills Course 3 - Part 1 (amphi Curie)

Alexander Gerber
Rhine Waal University

Open Science Communication: Changes in Academia Through Social Media

16:00 - 17:30

Complementary Skills Course 3 - Part 2 (amphi Curie)

Alexander Gerber
Rhine Waal University

Open Science Communication: Changes in Academia Through Social Media

17:45

Poster Session / Apéro

Thursday, Sept 18

09:00 - 10:30

Scientific Lecture 5 - Part 1 (amphi Curie)

Joaquin Dopazo
Centro de Investigación Príncipe Felipe

Principles of genomic data analysis

11:00 - 12:30

Scientific Lecture 5 - Part 2 (amphi Curie)

Joaquin Dopazo / David Montaner
Centro de Investigacion Principe Felipe

Tutorial: Principles of genomic data analysis

12:30 - 14:00

Lunch (Green Café)

13:00 - 14:00

Supervisory Board Meeting (B) (amphi Curie)

Only ITN advisors

14:00 - 15:30

Scientific Lecture 5 - Part 3 (amphi Curie)

Joaquin Dopazo / David Montaner
Centro de Investigacion Principe Felipe

Tutorial: Principles of genomic data analysis

16:00 - 17:30

Invited Scientific Talk (amphi Curie)

Gaël Varoquaux
INRIA

Machine learning for brain imaging

20:00 - 23:00

Social Event

Bateau-Mouche dinner on the Seine river

Meet in front of 193 rue St. Jacques at 7pm and board at 8pm onto "Le Parisien", Dock No.5, Port de la Conférence, 75008 Paris

Friday, Sept 19

08:30 - 10:00

Scientific Lecture 6 - Part 1 (amphi Curie)

Bertram Müller-Myhsok
Max Planck Institute of Psychiatry

Personalized medicine with a special view on psychiatry

10:30 - 12:00

Scientific Lecture 7 - Part 1 (amphi Curie)

Valentina Boeva
Institut Curie

Introduction to the bioinformatics of cancer: high-throughput sequencing of the genome, epigenome and transcriptome

12:00 - 13:00

Lunch (Green Café)

13:00 - 14:30

Scientific Lecture 6 - Part 2 (amphi Curie)

Bertram Müller-Myhsok
Max Planck Institute of Psychiatry

Personalized medicine with a special view on psychiatry

15:00 - 16:30

Scientific Lecture 7 - Part 2 (amphi Curie)

Valentina Boeva
Institut Curie

Analysis of epigenetics and chromatin states in normal and cancer cells