Publications

Caron, F. and Teh, Y. (2012) “Bayesian nonparametric models for ranked data”, arXiv.

Cazier, J.-B., Holmes, C. and Broxholme, J. (2012) “GREVE: Genomic Recurrent Event ViEwer to assist the identification of patterns across individual cancer samples”, Bioinformatics, 28(22), pp. 2981–2982.

Mnih, A. and Teh, Y. (2012) “A fast and simple algorithm for training neural probabilistic language models”, Proceedings of the 29th International Conference on Machine Learning, ICML 2012, 2, pp. 1751–1758.

Valdar, W. et al. (2012) “Reprioritizing Genetic Associations in Hit Regions Using LASSO‐Based Resample Model Averaging”, Genetic Epidemiology, 36(5), pp. 451–462.

Knight, S. et al. (2012) “Quantification of subclonal distributions of recurrent genomic aberrations in paired pre-treatment and relapse samples from patients with B-cell chronic lymphocytic leukemia”, Leukemia, 26(7), pp. 1564–1575.

Zhai, Z. et al. (2012) “Normal and Compound Poisson Approximations for Pattern Occurrences in NGS Reads”, Journal of Computational Biology, 19(6), pp. 839–854.

Rito, T., Deane, C. and Reinert, G. (2012) “The Importance of Age and High Degree, in Protein-Protein Interaction Networks”, Journal of Computational Biology, 19(6), pp. 785–795.

Caron, F., Doucet, A. and Gottardo, R. (2012) “On-line changepoint detection and parameter estimation with application to genomic data”, Statistics and Computing, 22(2), pp. 579–595.

Caron, F., Bornn, L. and Doucet, A. (2012) Sparsity-Promoting Bayesian Dynamic Linear Models.

Chittenden, T. et al. (2012) “nEASE: a method for gene ontology subclassification of high-throughput gene expression data”, Bioinformatics, 28(5), pp. 726–728.