Rogers, S. , Klami, A., Sinkkonen, J., Girolami, M. and Kaski, S. (2010) Infinite factorization of multiple non-parametric views. Machine Learning, 79(1-2), pp. 201-226. (doi: 10.1007/s10994-009-5155-1)

Rogers, S. , Girolami, M. and Polajnar, T. (2009) Semi-parametric analysis of multi-rater data. Statistics and Computing, 20(3), pp. 317-334. (doi: 10.1007/s11222-009-9125-z)

Rogers, S., Girolami, M., Kolch, W., Waters, K. M., Liu, T., Thrall, B. and Wiley, H. S. (2008) Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models. Bioinformatics, 24(24), pp. 2894-2900. (doi: 10.1093/bioinformatics/btn553)

Damoulas, T. and Girolami, M. (2008) Probabilistic multi-class multi-kernel learning: on protein fold recognition and remote homology detection. Bioinformatics, 24(10), pp. 1264-1270. (doi: 10.1093/bioinformatics/btn112)

Lama, N. and Girolami, M. (2008) vbmp: variational bayesian multinomial probit regression for multi-class classification in R. Bioinformatics, 24(1), pp. 135-136. (doi: 10.1093/bioinformatics/btm535)

Rogers, S., Khanin, R. and Girolami, M. (2007) Bayesian model-based inference of transcription factor activity. BMC Bioinformatics, 8(Suppl), (doi: 10.1186/1471-2105-8-S2-S2)

Rogers, S. and Girolami, M. (2007) Multi-class semi-supervised learning with the e-truncated multinomial probit Gaussian process. Journal of Machine Learning Research: Proceedings Track, 1, pp. 17-32.