Pascal Frossard

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

Unit: SEL-ENS

Administrative data

Fields of expertise

Graph and Network Signal Processing
Image and Video Processing
Image Analysis and Recognition
Machine Learning and Data Science
Multimedia Communications

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

PhD Students

Courses

A network tour of data science

goto


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 theore... goto


Signal processing

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