Pascal Frossard

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pascal.frossard@epfl.ch +41 21 69 35655 http://lts4.epfl.ch/frossard

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

+41 21 69 35655
+41 21 69 32601
Web site: http://lts4www.epfl.ch/
Unit: LTS4
Office: ELE 241

Unit: SEL-ENS

Web site: http://sti.epfl.ch/page-1740.html
Unit: STI-DO

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

Signal processing

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

A network tour of data science

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Computational Optimal Transport

In this short course, I will review numerical approaches for the approximate resolution of optimization problems related to optimal transport. I will also give some insight on how to apply these methods to imaging sciences and machine learning problems. 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