Publications

Hinton, G. et al. (2006) “Unsupervised Discovery of Nonlinear Structure Using Contrastive Backpropagation”, Cognitive Science, 30(4), pp. 725–731.

Caron, F. et al. (2006) “Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 209–230.

Hinton, G., Osindero, S. and Teh, Y.-W. (2006) “A Fast Learning Algorithm for Deep Belief Nets”, Neural Computation, 18(7), pp. 1527–1554.

Caron, F. et al. (2006) “Least Committed basic belief density induced by a multivariate Gaussian pdf”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 1–8.

Caron, F. et al. (2006) “GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects”, Information Fusion, 7(2), pp. 221–230.

Jasra, A. et al. (2006) “Bayesian Mixture Modelling in Geochronology via Markov Chain Monte Carlo”, Mathematical Geosciences, 38(3), pp. 269–300.

Holmes, C. and Held, L. (2006) “Bayesian auxiliary variable models for binary and multinomial regression”, Bayesian Analysis, 1(1), pp. 145–168.

Heard, N., Holmes, C. and Stephens, D. (2006) “A Quantitative Study of Gene Regulation Involved in the Immune Response of Anopheline Mosquitoes”, Journal of the American Statistical Association, 101(473), pp. 18–29.

Pintore, A., Speckman, P. and Holmes, C. (2006) “Spatially adaptive smoothing splines”, Biometrika, 93(1), pp. 113–125.

Teh, Y. (2006) “A hierarchical Bayesian language model based on Pitman-Yor processes”, pp. 985–992.