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
Belgium
E-mail:
Vincent.Auvray@ulg.ac.be
Vincent.Auvray@gmail.com
Tel:
+32 4 3662645
Fax:
+32 4 3662984
Publications
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.