Machine Learning | Florent Krzakala

Cargèse Schools

Thu, 24 Sep 2026 00:00:00 +0000

The Cargèse School on Statistical Physics, Machine Learning and Computer Science is a recurring meeting for physicists, mathematicians, and computer scientists working on spin glasses, inference, neural networks, and learning. I co-organize the series with Lenka Zdeborová.

Editions

2027 - The next Cargèse School. In preparation.
2025 - Statistical physics and machine learning: moving forward. Visit the archive.
2023 - Statistical physics and machine learning back together again. Visit the archive.
2018 - Statistical physics and machine learning back together. Visit the archive.
2014 - Spin glasses: an old tool for new problems. Programmes and materials are available through the series archive.

Explore the complete Cargèse Schools website

LemanTh

Thu, 24 Sep 2026 00:00:00 +0000

LemanTh - the Lausanne Event on Machine Learning and Neural Network Theory brings together researchers working on the mathematical foundations of modern machine learning. The meeting connects machine learning theory with high-dimensional statistics, probability, statistical physics, optimization, and theoretical computer science. I organize the series with Bruno Loureiro.

Editions

2027 - Fourth edition. To be held at the Bernoulli Center at EPFL, 3-7 May 2027. Current edition.
2026 - Third edition. Visit the archive.
2025 - Second edition. Visit the archive.
2024 - First edition. Visit the archive.

Explore the LemanTh website

Les Houches Schools

Thu, 24 Sep 2026 00:00:00 +0000

I have organized several schools and workshops at the Ecole de Physique des Houches, bringing together researchers and students around statistical physics, inference, optimization, message-passing algorithms, and machine learning.

Editions

2022 - Summer School on Statistical Physics of Machine Learning

The school originally planned for 2020 was held in July 2022. Its website collects the programme, speakers, and lecture material.

Visit the 2022 school website

2020 - Summer Workshop on Statistical Physics and Machine Learning

When the full school had to be postponed, a smaller workshop was held from 3-14 August 2020. The original website and material are preserved here:

2013 - Statistical Physics, Optimization, Inference, and Message-Passing Algorithms

This October 2013 school led to a set of lecture notes published as a book.

See the lecture notes