Vincent Auvray

Researcher in the Bioinformatics Unit of the GIGA-Research center at the University of Liège, Belgium

Research Interests

  • Machine learning
  • Graphical probabilistic models
  • Computational biology
  • Contact information

    Mail:Bioinformatics and Modeling
    GIGA building +1 (B34)
    Avenue de l'Hôpital, 1
    4000 Liège
    Tel:+32 4 3662645
    Fax:+32 4 3662984


  • V. Auvray and L. Wehenkel, Learning Inclusion-Optimal Chordal Graphs, To appear in the Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, 2008.
  • V. Auvray, Contributions to Bayesian Network Learning, Ph.D. Dissertation, University of Liège, Belgium, 2007.
  • V. Auvray, P. Geurts and L. Wehenkel, A Semi-Algebraic Description of Discrete Naive Bayes Models with Two Hidden Classes, Ninth International Symposium on Artificial Intelligence and Mathematics, January 2006, Fort Lauderdale, Florida, USA. (slides)
  • V. Auvray, I. Dobson and L. Wehenkel, Modifying eigenvalue interactions near weak resonance, IEEE International Symposium on Circuits and Systems, May 2004, Vancouver, Canada.
  • V. Auvray and L. Wehenkel, On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalences Classes of Bayesian Network Structures, Eighteenth Conference on Uncertainty in Artificial Intelligence, August 2002, Edmonton, Canada.
  • V. Auvray, Apprentissage automatique des réseaux bayesiens, Master's Thesis (in french), University of Liège, Belgium, 2001.