Publications (Computational Statistics and Machine Learning) | Department of Statistics

Publications

Holmes, C. and Jasra, A. (2009) “Antithetic Methods for Gibbs Samplers”, Journal of Computational and Graphical Statistics, 18(2), pp. 401–414.

Asuncion, A. et al. (2009) “On smoothing and inference for topic models”, Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence Uai 2009, pp. 27–34.

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

Rao, V. and Teh, Y. (2009) “Spatial normalized gamma processes”, Advances in Neural Information Processing Systems 22 Proceedings of the 2009 Conference, pp. 1554–1562.

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.