Publications

Teh, Y. and Gorür, D. (2009) “Indian buffet processes with power-law behavior”, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference, pp. 1838–1846.

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.

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.

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).

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.

Chieu, H., Lee, W. and Teh, Y. (2008) “Cooled and relaxed survey propagation for MRFs”, in Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.

Teh, Y., Daumé, H. and Roy, D. (2008) “Bayesian agglomerative clustering with coalescents”, in Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.

Teh, Y., Kurihara, K. and Welling, M. (2008) “Collapsed variational inference for HDP”, in Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.

Jasra, A. et al. (2008) “Interacting sequential Monte Carlo samplers for trans-dimensional simulation”, Computational Statistics & Data Analysis, 52(4), pp. 1765–1791.