Les Houches Schools
Participants at Les HouchesI 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.
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.
Florent Krzakala
Full Professor
My research interests include Statistical physics, Machine learning, Statistics, Probablity, Computer science, Signal processing and Computational optics.