Courses

• Winter 2025 - Mathematics of deep learning. M2 IASD & MASH.
• Fall 2024 - Statistical Learning II. L3 IASO, Université Paris-Dauphine. Statistical Learning II
• 2021/2022 - Statistical Physics For Optimization and Learning. EPFL (Teaching assistant).
• Winter 2021 - Statistical Physics For Optimization and Learning. EPFL (Teaching assistant).

Schools and tutorials

• Statistical Physics & Machine Learning: moving forward, 5-15 August 2025. Notes.
• XV Escola do CBPF, 21 July to 01 August 2025.
• INFORMS APS 2025 Summer School, 21-29 June 2025.
• Nordita 2025 Winter school, 13-24 January 2025.
• 2024/2025 PSL Week “Statistical Physics and Machine Learning”. 25-29 November 2024. Joint with Francis Bach and Giulio Biroli.
• XV Bangalore School on Statistical Physics, 13-24 January 2025.
• 2024 Princeton Machine Learning Theory Summer School, 6 - 15 August 2024. Lecture notes.
• Archimedes Workshop on the Foundations of Modern AI, 03-04 July 2024. Slides.
• 2023/2024 PSL Week “Statistical Physics and Machine Learning”. 04-08 March 2024. Joint with Francis Bach and Giulio Biroli. Lecture notes.
• 6th Advanced Course on Data Science & Machine Learning, 10-14 June 2023. Slides for Lecture 1, Lecture 2 and Lecture 3.
• 5th Advanced Course on Data Science & Machine Learning, 22-26 August 2022. Lecture notes.