Jean-Marc Odobez

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Maître d'Enseignement et de Recherche

jean-marc.odobez@epfl.ch +41 21 69 31638 www.idiap.ch/~odobez

EPFL STI IEL LIDIAP
ELE 131 (Bâtiment ELE)
Station 14
CH-1015 Lausanne

Unité: EDEE-ENS

Données administratives

Compétences

Computer Vision, Human Activity Sensing, Applied Machine Learning.


Education

PhD Computer Science Rennes I University 1994
Engineering Degree ENST Bretagne (Ecole Nationale d'Ing�nieur des T�l�coms de Bretagne) 1990

Publications

Enseignement & Phd

Enseignement

Programmes doctoraux

  • Doctoral Program in Electrical Engineering

Doctorants

Cours

Machine Learning for Engineers

* Fundamentals 4h
- Notion of learning (classification vs. regression vs. density modeling vs. reinforcement learning)
- Probability theory (formalization, densities, density models)
- Standard statistical tools
- Cross ... goto


Computational perception using multimodal sensors

1. Perceptual modalities in computers. Vision, hearing, touch, smell

2. Models for analyzing people: introduction to probabilistic graphical models. Basic concepts. Bayesian Networks (BNs). Learning and inference in BNs. Dynamic Bayesian Ne... goto