François Fleuret

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Maître d'enseignement et de recherche

francois.fleuret@epfl.ch +41 21 69 34088 http://www.idiap.ch/~fleuret/

Nationalité : Swiss, French

Biography
François Fleuret received the PhD degree in Mathematics from the University of Paris VI in 2000, and the habilitation degree in Mathematics from the University of Paris XIII in 2006. He is the head of the Machine Learning group at the Idiap Research Institute, Switzerland. Prior to that, he held positions at the University of Chicago, USA, at the Institut de Recherche en Informatique et en Automatique (INRIA), France, and at the École Polytechnique Fédérale de Lausanne (EPFL), Switzerland. He serves as Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence, and is expert for several European funding agencies.

EPFL STI IEL LIDIAP
ELD 230 (Bâtiment ELD)
Station 14
CH-1015 Lausanne

Unité: SEL-ENS

Unité: EDEE-ENS

Données administratives

Compétences

Statistical machine learning, Deep learning, Pattern recognition

Publications

Enseignement & Phd

Enseignement

  • Electrical and Electronics Engineering,

Programmes doctoraux

  • Doctoral Program in Electrical Engineering
  • Doctoral program in computer and communication sciences

Doctorants

Cours

Deep learning

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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