Machine Learning

Graduate students and post-doctorates :
Damien François

Description :
We study non-linear prediction and classification algorithms based on neural networks. Specifically, on the theoretical side, we investigate the problems raised by high dimensional data when “classical” algorithms are used. Our work also deals with applications of SVM and LS-SVM algorithms.

Links :
Machine learning group homepage :  http://www.ucl.ac.be/mlg/

Publications : here

Research grants :

• Research contract with the company Macq Electronique, December 2002-June 2005 (sponsored by the Brussels – Capital City Region).