Research activities in Machine Learning

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 Céline Rouveirol 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 volata, a java library that implements ensemble methods and least general generalization algorithms ; volata 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 ;
• grammatical inference with Alain Terlutte ;
• inductive logic programming with Céline Rouveirol.