Fabien Torre's site

Research activities in Machine Learning

My research work, present activities and projects.

Fast is fine, but accuracy is everything.
Wyatt Earp.

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 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.

Fabien Torre Valid HTML5! Valid CSS!
Accueil > Research
(last update )
Fabien Torre's site, university of Lille


Survoler un lien de navigation pour lire sa description ici...

Une photo au hasard

Découverte de la Corse.

Au sud d'Ajaccio.

(le 14 août 2007)