Aude Billard

Unité: SMT-ENS

EPFL STI IGM-GE
ME A3 393 (Bâtiment ME)
Station 9
CH-1015 Lausanne

EPFL STI IMT LASA
ME A3 393 (Bâtiment ME)
Station 9
CH-1015 Lausanne

Unité: SGM-ENS

Unité: EDRS-ENS

Site web: http://apel.epfl.ch/
Unité: APEL

Données administratives

Enseignement & Phd

Enseignement

  • Microengineering,
  • Mechanical Engineering

Programmes doctoraux

  • Doctoral program in computer and communication sciences
  • Doctoral Program in Manufacturing Systems and Robotics
  • Doctoral Program in Electrical Engineering
  • Doctoral program in robotics, control, and intelligent systems
  • Doctoral Program in Neuroscience
  • Doctoral Program Digital Humanities

Doctorants

Cours

Advanced machine learning

This course will present some of the core advanced methods in the field for structure discovery, classification and non-linear regression. This is an advanced class in Machine Learning; hence, students are expected to have some background in the field. goto


Applied machine learning

Real-world engineering applications must cope with a large dataset of dynamic variables, which cannot be well approximated by classical or deterministic models. This course gives an overview of methods from Machine Learning for the analysis of non-linear,... goto


Machine learning programming

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Robotics practicals

L'objectif de cette série de travaux pratiques est d'appliquer les différents cadres théoriques acquis dans les cours sur une variété de robots, allant des robots industriels aux robots mobiles autonomes, en passant par les dispositifs robotiques, jusqu'a... goto