Pierre Vandergheynst

EPFL STI IEL LTS2
ELE 235 (Bâtiment ELE)
Station 11
CH-1015 Lausanne

Web site:  Web site:  https://lts2.epfl.ch/

EPFL IC-DO
ELB 114 (Bâtiment ELB)
Station 11
CH-1015 Lausanne

+41 21 693 56 45
Office:  ELB 114
Office:  ELE 235
EPFL > IC > IC-DEC > IC-DO

Web site:  Web site:  https://ic.epfl.ch/page8797.html

EPFL STI IEM LTS2
ELD 241 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

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Administrative data

Fields of expertise

data science
machine learning
computational harmonic analysis
inverse problems
compressive sensing
computer vision

Publications

Infoscience publications

Research

Teaching & PhD

Teaching

Electrical and Electronics Engineering

PhD Programs

Doctoral program in computer and communication sciences

Doctoral Program in Electrical Engineering

Doctoral Program in Computational and Quantitative Biology

Courses

Matrix analysis

These lectures are intended as an applied linear algebra course, with a particular focus on providing intuition on the most standard tools. A particular emphasis is put on practice and digital notebooks help getting familiar with the most important concepts.

Signals and systems II (for MT)

This course is an introduction to the theory of discrete linear time invariant systems. Their properties and fundamental characteristics are discussed as well as the fundamental tools that are used to study and design them (Fourier transform, Z transform).

Signals and systems II (for SV)

This course is an introduction to the theory of discrete linear time invariant systems. Their properties and fundamental characteristics are discussed as well as the fundamental tools that are used to study and design them (Fourier transform, Z transform).