Guillaume Dehaene

guillaume.dehaene@epfl.ch +41 21 693 03 55

EPFL SB SMA-GE
MA B1 447 (Bâtiment MA)
Station 8
CH-1015 Lausanne

EPFL SB MATH SMAT
MA B1 447 (Bâtiment MA)
Station 8
CH-1015 Lausanne

Web site: Web site: https://smat.epfl.ch

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Administrative data

Teaching & PhD

Teaching

Mathematics

Courses

Probabilities and statistics

The course introduces the elementary notions of probability theory and the methods of data analysis and statistics such as tests, regression and experimental design.

Statistical machine learning

A course on statistical methods for supervised and unsupervised learning.

Bayesian computation


Mathématiques générales II (pour BIO)

Linear algebra, Population dynamics, Markov Chains, differential equations, systems of differential equations and least square method.