Publications

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.

Caron, F., Davy, M. and Doucet, A. (2007) “Generalized polya urn for time-varying dirichlet process mixtures”, in Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007, pp. 33–40.

Teh, Y., Görür, D. and Ghahramani, Z. (2007) “Stick-breaking construction for the Indian buffet process”, Journal of Machine Learning Research, 2, pp. 556–563.

Jasra, A., Stephens, D. and Holmes, C. (2007) “Population-Based Reversible Jump Markov Chain Monte Carlo”, Biometrika, 94(4), pp. 787–807.

Jasra, A., Stephens, D. and Holmes, C. (2007) “On population-based simulation for static inference”, Statistics and Computing, 17(3), pp. 263–279.

Chen, P.-Y., Deane, C. and Reinert, G. (2007) “A statistical approach using network structure in the prediction of protein characteristics”, Bioinformatics, 23(17), pp. 2314–2321.

Caron, F. et al. (2007) “Particle Filtering for Multisensor Data Fusion with Switching Observation Models: Application to Land Vehicle Positioning”, IEEE Transactions on Signal Processing, 55(6), pp. 2703–2719.