About me
Florent Krzakala is a full professor at École polytechnique fédérale de Lausanne in Switzerland. His research interests include Statistical Physics, Machine Learning, Statistics, Signal Processing, Computer Science and Computational Optics. He leads the IdePHIcs “Information, Learning and Physics" laboratory in the Physics and Electric Engineering departments in EPFL. He is also the founder and scientific advisor of the startup Lighton.
Interests
- Statistical Physics
- Machine learning
- Probability and Statistics
- Computer Science
- Information theory
- Inference on graphs
- Random Constraint Optimization
- Computational optics
Education
Postdoc, 2004
Roma La Sapienza
PhD in Statistical Physics, 2002
Orsay, Paris XI, France
MSc in Physics, 1999
Orsay, France
Meet the Team
Phd Students
Postdocs
Recent classes
EPFL set of lectures on the theory of statistics, inference, and machine learning.
A set of Lectures given at EPFL on quantum mechanics
Lecture Master 2, Ecole Normale Superieure 2020-2021, ICFP
A set of Lectures given at EPFL on statistical physics
A set of Lectures given at Duke in 2018 by Lenka Zdeborova and Florent Krzakala
Books and reviews
Gallery
Contact
- florent.krzakala@epfl.ch
- +41 21 693 31 87
- EPFL, IdePHICS lab, ELD 239, Station 11, Lausanne, 1015