Pascal Frossard

EPFL STI IEL LTS4
ELE 241 (Bâtiment ELE)
Station 11
CH-1015 Lausanne

Web site: Web site: https://lts4www.epfl.ch/

EPFL SEL-SEL-ENS
ELD 241 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

EPFL DCC STI-DO
ELD 241 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

vCard
Administrative data

Fields of expertise

Graph and Network Signal Processing 
Image and Video Processing 
Machine Learning and Data Science 
Artificial Intelligence 

Teaching & PhD

Teaching

Electrical and Electronics Engineering

PhD Programs

Doctoral program in computer and communication sciences

Doctoral Program in Electrical Engineering

Doctoral Program Digital Humanities

Doctoral Program in Physics

Courses

Signal processing

In this course, we introduce the main methods in signal processing.

Network machine learning

Fundamentals, methods, algorithms and applications of network machine learning

EECS Seminar: Advanced Topics in Machine Learning

Students learn about advanced topics in machine learning, artificial intelligence, optimization, and data science. Students also learn to interact with scientific work, analyze and understand strengths and weaknesses of scientific arguments of both theoretical and experimental results.