Topological units of environmental signal processing in the transcriptional regulatory network of Escherichia coli, Proceedings of the National Academy of Sciences, vol.102, issue.22, pp.7841-7846, 2005. ,
DOI : 10.1073/pnas.0500365102
The variational Bayesian EM algorithm for incomplete data: with application to scoring graphical model structures, Bayesian Statistics, vol.7, pp.543-52, 2003. ,
Statistical analysis of dirty pictures*, Journal of Applied Statistics, vol.6, issue.5-6, pp.259-302, 1986. ,
DOI : 10.1016/0031-3203(83)90012-2
A mixture model for random graphs, Statistics and Computing, vol.4, issue.2, pp.173-183, 2008. ,
DOI : 10.1007/s11222-007-9046-7
URL : https://hal.archives-ouvertes.fr/inria-00070186
Maximum likelihood from incomplete data via the EM algorithm, J. R. Statist. Soc. B, vol.39, pp.1-38, 1977. ,
Convergence theorems for generalized alternating minimization procedures, J. Machine Learn. Res, vol.6, pp.2049-2073, 2005. ,
Tutorial on variational approximation methods, 2000. ,
An Introduction to Variational Methods for Graphical Models, Machine Learning, pp.183-233, 1999. ,
DOI : 10.1007/978-94-011-5014-9_5
Bayesian Methods for Graph Clustering, 2008. ,
DOI : 10.1007/978-3-642-01044-6_21
URL : https://hal.archives-ouvertes.fr/hal-00629294
Information Theory, Inference, and Learning Algorithms, 2003. ,
VARIATIONAL BAYESIAN ANALYSIS FOR HIDDEN MARKOV MODELS, Australian & New Zealand Journal of Statistics, vol.6, issue.2, pp.227-271, 2009. ,
DOI : 10.1111/j.1467-842X.2009.00543.x
Variational approximations in Bayesian model selection for finite mixture distributions, Computational Statistics & Data Analysis, vol.51, issue.11, pp.5332-67, 2007. ,
DOI : 10.1016/j.csda.2006.07.020
Finite Mixture Models, 2000. ,
DOI : 10.1002/0471721182
Estimation and Prediction for Stochastic Blockstructures, Journal of the American Statistical Association, vol.96, issue.455, pp.1077-87, 2001. ,
DOI : 10.1198/016214501753208735
Handbook of Probability Theory with Applications, 2007. ,
Network motifs in the transcriptional regulation network of Escherichia coli, Nature Genetics, vol.31, issue.1, pp.64-68, 2002. ,
DOI : 10.1038/ng881
Understanding belief propagation and its general-izations, Exploring Artificial Intelligence in the New Millenium, vol.8, pp.239-236, 2003. ,