Publications

Stephenson, J., Gallagher, K. and Holmes, C. (2006) “A Bayesian approach to calibrating apatite fission track annealing models for laboratory and geological timescales”, Geochimica et Cosmochimica Acta, 70(20), pp. 5183–5200.

Gallagher, K. et al. (2006) “A new approach to mixture modelling for geochronology”, in Geochimica et Cosmochimica Acta. Elsevier, pp. a190 - A190.

Gallagher, K. et al. (2006) “Putting the data to work—strategies for modelling multiple samples in multiple dimensions”, in Geochimica et Cosmochimica Acta. Elsevier, pp. a190 - A190.

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.