Teaching

List of teaching. Tutorials have their dedicated section as well here.

Interprétabilité des réseaux de neurones

J’ai donné ce cours sur l’interprétabilité des réseaux de neurones aux élèves du master SETI en février 2023. Il se concentre sur le domaine de la vision par ordinateur, et prend le temps de donner un contexte social et juridique aux étudiants.

Frailties of AI - Paris Saclay AI Master

This is the material for a course I gave at the Université Paris-Saclay AI master course for Fairness in Artificial Intelligence. Altough the course was online, interactions between students, professors and me were really interesting and sparked new questions, especially on the question of dataset quality assessment.

Theory and Practice of Formal Verification of Machine Learning

Since 2020, I regularly teach formal verification of machine learning programs to students of the SETI master.