Publications

Roberts, S., Holmes, C. and Denison, D. (2001) “Minimum-entropy data partitioning using reversible jump Markov chain Monte Carlo”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(8), pp. 909–914.

Teh, Y. and Hinton, G. (2001) “Rate-coded restricted boltzmann machines for face recognition”, in Advances in Neural Information Processing Systems.

Holmes, C. and Mallick, B. (2001) “Bayesian regression with multivariate linear splines”, Journal of the Royal Statistical Society Series B (Statistical Methodology), 63(1), pp. 3–17.

Roberts, S., Holmes, C. and Denison, D. (2001) “Minimum-Entropy Data Clustering Using Reversible Jump Markov Chain Monte Carlo”, in Lecture Notes in Computer Science. Springer Nature, pp. 103–110.

Roberts, S., Holmes, C. and Denison, D. (2001) “Minimum-entropy data clustering using reversible jump Markov Chain Monte Carlo”, in ARTIFICIAL NEURAL NETWORKS-ICANN 2001, PROCEEDINGS, pp. 103–110.

Gonser, R. et al. (2000) “Microsatellite Mutations and Inferences About Human Demography”, Genetics, 154(4), pp. 1793–1807.

Hinton, G., Ghahramani, Z. and Teh, Y. (2000) “Learning to parse images”, in Advances in Neural Information Processing Systems, pp. 463–469.

Holmes, C. and Mallick, B. (2000) “Bayesian wavelet networks for nonparametric regression”, IEEE Transactions on Neural Networks and Learning Systems, 11(1), pp. 27–35.

Holmes, C. and Denison, D. (1999) “Bayesian wavelet analysis with a model complexity prior”, in BAYESIAN STATISTICS 6, pp. 769–776.

Holmes, C. and Mallick, B. (1998) “Bayesian Radial Basis Functions of Variable Dimension”, Neural Computation, 10(5), pp. 1217–1233.