Publications

Caron, F. and Doucet, A. (2009) “Bayesian nonparametric models on decomposable graphs”, in Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference, pp. 225–233.

Onnela, J.-P. et al. (2009) “Sampling bias in systems with structural heterogeneity and limited internal diffusion”, EPL (Europhysics Letters), 85(2), p. 28001.

Welling, M., Teh, Y. and Kappen, B. (2008) “Hybrid variational/Gibbs collapsed inference in topic models”, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008, pp. 587–594.

Nourdin, I., Peccati, G. and Reinert, G. (2008) “Second order Poincaré inequalities and CLTs on Wiener space”, JOURNAL OF FUNCTIONAL ANALYSIS, 257(2), pp. 593–609.

Giannoulatou, E. et al. (2008) “GenoSNP: a variational Bayes within-sample SNP genotyping algorithm that does not require a reference population”, Bioinformatics, 24(19), pp. 2209–2214.

Ramasamy, A. et al. (2008) “Key issues in conducting a meta-analysis of gene expression microarray datasets.”, PLoS medicine, 5(9).

Johnson, N. et al. (2008) “Bias in Epidemiological Studies of Conflict Mortality”, Journal of Peace Research, 45(5), pp. 653–663.

Eichelsbacher, P. and Reinert, G. (2008) “Stein’s method for discrete Gibbs measures”, The Annals of Applied Probability, 18(4), pp. 1588–1618.

Chen, P., Deane, C. and Reinert, G. (2008) “Predicting and validating protein interactions using network structure”, PLoS Computational Biology, 4(7), p. ARTN e1000118.

Caron, F. et al. (2008) “Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications”, International Journal of Approximate Reasoning, 48(2), pp. 419–436.