Publications

Caron, F. et al. (2008) “Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures”, IEEE Transactions on Signal Processing, 56(1), pp. 71–84.

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.

Yau, C. and Holmes, C. (2008) “CNV discovery using SNP genotyping arrays”, Cytogenetic and Genome Research, 123(1-4), pp. 307–312.

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.

Van Gael, J. et al. (2008) “Beam sampling for the infinite hidden Markov model”, pp. 1088–1095.

Caron, F. and Doucet, A. (2008) “Sparse Bayesian nonparametric regression”, pp. 88–95.

Cai, J., Lee, W. and Teh, Y. (2007) “Improving word sense disambiguation using topic features”, EMNLP-CoNLL 2007 - Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, pp. 1015–1023.

Teh, Y., Newman, D. and Welling, M. (2007) “A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation”, Advances in Neural Information Processing Systems, pp. 1353–1360.

Kurihara, K., Welling, M. and Teh, Y. (2007) “Collapsed variational dirichlet process mixture models”, in IJCAI International Joint Conference on Artificial Intelligence, pp. 2796–2801.