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

Publications

Mak, C. et al. (2003) “Design and synthesis of broad-Based mono- and bi- cyclic inhibitors of FIV and HIV proteases”, Bioorganic & Medicinal Chemistry, 11(9), pp. 2025–2040.

Holmes, C. and Adams, N. (2003) “Likelihood inference in nearest‐neighbour classification models”, Biometrika, 90(1), pp. 99–112.

Holmes, C. and Heard, N. (2003) “Generalized monotonic regression using random change points”, Statistics in Medicine, 22(4), pp. 623–638.

Teh, Y. and Roweis, S. (2003) “Automatic alignment of local representations”, in Advances in Neural Information Processing Systems.

Welling, M. and Teh, Y. (2003) “Approximate inference in Boltzmann machines”, Artificial Intelligence, 143(1), pp. 19–50.

Holmes, C. and Denison, D. (2003) “Classification with Bayesian MARS”, Machine Learning, 50(1-2), pp. 159–173.

Saphire, E. et al. (2003) “Crystal Structure of an Intact Human IgG: Antibody Asymmetry, Flexibility, and a Guide for HIV-1 Vaccine Design”, in Advances in Experimental Medicine and Biology. Springer Nature, pp. 55–66.

Rosenfeld, R. et al. (2002) “Conformational Changes in Nitric Oxide Synthases Induced by Chlorzoxazone and Nitroindazoles: Crystallographic and Computational Analyses of Inhibitor Potency †”, Biochemistry, 41(47), pp. 13915–13925.

Nicholson, G. et al. (2002) “Assessing population differentiation and isolation from single‐nucleotide polymorphism data”, in Journal of the Royal Statistical Society Series B (Statistical Methodology). Oxford University Press (OUP), pp. 695–715.

Holmes, C., Denison, D. and Mallick, B. (2002) “Accounting for Model Uncertainty in Seemingly Unrelated Regressions”, Journal of Computational and Graphical Statistics, 11(3), pp. 533–551.