Jean-Marc Odobez

Maître d'enseignement et de recherche

jean-marc.odobez@epfl.ch +41 21 693 16 38

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

Unité: EDEE-ENS

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Données administratives

Enseignement & Phd

Programmes doctoraux

  • Doctoral Program in Electrical Engineering

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