| Michele Sebag | |
| Head of Équipe A-O - Laboratoire de Recherche en Informatique, CNRS, UMR 8623 | |
| Co-head (with Marc Schoenauer) of Équipe-Projet TAO - INRIA Saclay - Île-de-France | |
| Senior scientist CNRS (DR2) | |
| Email: | sebag at lri dot fr |
| Phone: | +33 (0) 1 69 15 42 33 |
| Fax: | +33 (0) 1 69 15 42 13 |
| Address: | LRI - Bat. 490 |
| Université Paris Sud | |
| 91405 Orsay Cedex, FRANCE | |
- At Optimisation and Learning, Metz 2011: Surrogate models for single and multi-objective optimization, May 2011
- Dagstuhl seminar on Machine Learning and Constraint Programming: Continuous Search
- At KAUST 2011: Learning for Games and Learning as a Game
- At ICTAI 2010: Autonomous Robots, an information theoretic approach
- At SocPAR 2010: Modelling the Division of Labor with a Spiking Neuron Net
- At Planning to Learn, ECAI 2010 wshop, Monte-Carlo Tree Search: From Playing Go to Feature Selection
- At IEEE Data Mining Forum, Hong Kong 2008: Which Parameters/Algorithm/System should I use ? Autonomic Computing with Data Mining
CVs and Previous Activities
- Short bio
- CV (updated Dec. 2008)
- Former member (2001) of Laboratoire de Mécanique des Solides at Ecole Polytechnique
On-going Projects/Activities
- PASCAL Network of Excellence, Pattern Analysis, Statistical Modelling, Computational Learning
- SYMBRION - FP7 IP: Learning in Swarm Robotics
- Microsoft-INRIA Joint lab project on Adaptive search for E-Science
International
- Associate editor of Kluwer Genetic Programming and Evolvable Machines,
- Member of the board of Machine Learning Journal
- Member of the Steering Committee of Pascal
- Program co-chair of ECML PKDD 2010
- Area chair of ICML 2011, ICML 2009, KDD 2009
- Member of the Steering Committee of INS2I, CNRS
- President of the French Association for Artificial Intelligence (2003-2010)
- Philippe Rolet
- Xiangliang Zhang (with Cécile Germain)
- Arpad Rimmel (with Antoine Cornuéjols)
- Romaric Gaudel
- Cédric Hartland (with Nicolas Bredèche)
Courses
Short Bio
With a background in maths (Ecole Normale Superieure, agregation of Mathematics)
,
I went to industry (Thomson-CSF, now Thales) where I started to
learn about computer science, project management, and Artificial Intelligence.
I got really interested in AI, became Consulting Engineer, and realized that
Machine Learning was something to be.
I was offered the opportunity to start research on Machine Learning
for applications in Numerical Engineering, specifically Mechanics of Solids, at
Laboratoire de Mécanique des Solides at Ecole Polytechnique
I passed my PhD in between Machine Learning (LRI, Université Paris-Sud Orsay),
Data Analysis (Ceremade, Université Paris-10 Dauphine)
and Mechanics (LMS, Ecole Polytechnique), and I entered CNRS (CR1, 1991).
In 2001, I went to LRI, Université Paris-Sud
as head of the Inference and Apprentissage research group, founded by Yves Kodratoff.
In 2003, I founded together
with Marc Schoenauer the research group
TAO, Apprentissage and Optimization
at INRIA.