Publications (Computational Statistics and Machine Learning) | Department of Statistics - University of Oxford

Publications

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.

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.

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) “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.

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.

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

Barbour, A. and Reinert, G. (2006) “Discrete small world networks”, Electronic Journal of Probability, 11(none), pp. 1234–1283.

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