News
Hands on AI: new certificate in Artificial Intelligence at the University of Mons, where I'll be teaching Reinforcement Learning !
Teaching (2020-2021)
Calculus
Applied Mathematics
Data Mining / Machine Learning
Advanced Machine Learning
Streaming Data Analysis
Generative Algorithms
Research Interests
Publications : see Google Scholar
Current Topics
Machine Learning
Active Learning
Statistical Learning Theory
Multimedia classification (sounds, images, videos, ...)
Missing data and recommender systems
Previous Topics
Label Ranking
UROX software for fitting high-resolution 3D structures into low-resolution maps
Development of the software HELGEN for simulation of helical diffration
Structural studies (X-ray crystallography) of proteins
Statistical mechanics of macromolecular association
Water structure and hydrophobic effects studied by molecular dynamics simulation and statistical mechanics