My research work, present activities and projects.
Fast is fine, but accuracy is everything.
I am member of the CRIStAL lab
(Research center in Computer Science, Signal and Automatic Control of Lille).
Previously, I successfully defended a PhD thesis entitled
Language bias in the generate-and-test algorithm
and Contributions to disjunctive learning.
This work was supervised by
at the Laboratory of Computer Science (LRI, Paris-Saclay University).
My main interests are:
voting methods like boosting and applications to various
frameworks in which a least general generalization algorithm exists ;
in this task, I developped
a java library that implements ensemble methods and least general generalization algorithms ;
allows such boosting simulations ;
application of machine learning to psychology
with Romina Manoli,
and problems involved by medical data like the INDANA database ;
multi-task learning with Jean-Baptiste Faddoul ;
information extraction with Patrick Marty ;
unsupervised learning and text clustering
with Laurent Candillier ;