André Anjos

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Chargé de cours

Nationalité : Swiss

Date de naissance : 31.12.1973

Short bio
André Anjos received his Ph.D. degree in signal processing in 2006 studying the application of neural nets and statistical methods for particle recognition in the context of High-Energy Physics experiments at Large Hadron Collider at CERN, Switzerland. He joined the Idiap Research Institute in 2010 where he works with biosignal processing and biometrics applications. He currently heads the Biosignal Processing Group at Idiap. Current interests include medical applications, reproducible research, pattern recognition, image processing and machine learning. André teaches graduate-level machine learning courses at the École Polytechnique Fédérale de Lausanne (EPFL) and serves as reviewer for various scientific journals in pattern recognition, image processing and biometrics.

INF 136 (Bâtiment INF)
Station 14
CH-1015 Lausanne

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Enseignement & Phd


Fundamentals in statistical pattern recognition

1. Introduction
** Data representation
** Supervised/unsupervised models (from regression and classification to probability distribution modelling)
** Overview: Linear models, Principal Component Analysis (PCA), Linear Discriminant Analy... goto