Teaching

Course List

  • 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.

    Doctoral Program in Electrical Engineering
    Teachers: Cevher Volkan, Bosselut Antoine, West Robert, Frossard Pascal, Flammarion Nicolas Henri Bernard, Faltings Boi
    Language: english
    Academic term: 2023-2024


  • Graph representations for biology and medicine

    Systems of interacting entities, modeled as graphs, are pervasive in biology and medicine. The class will cover advanced topics in signal processing and machine learning on graphs and networks, and will showcase applications of the tools in biomedicine.

    Doctoral Program in Electrical Engineering
    Teachers: Thanou Ntorina
    Language: english
    Academic term: 2023-2024


  • Network machine learning



    MINEUR
    Teachers: Thanou Ntorina, Frossard Pascal
    Language: english
    Academic term: 2023-2024


  • Signal processing

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

    Section of Electrical and Electronical Engineering
    Teachers: Frossard Pascal, Thiran Jean-Philippe
    Language: french
    Academic term: 2023-2024


  • Student Project Proposals

    • List of student project proposals, in the area of signal processing and multimedia communications (feel free to contact group members if your dream project is not in that list)