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Publications

Welling, M. and Teh, Y. (2011) “Bayesian learning via stochastic gradient langevin dynamics”, Proceedings of the 28th International Conference on Machine Learning, ICML 2011, pp. 681–688.
O’Reilly, K. et al. (2011) “A Statistical Model of the International Spread of Wild Poliovirus in Africa Used to Predict and Prevent Outbreaks”, PLOS Medicine, 8(10), p. e1001109.
Karolemeas, K. et al. (2011) “Recurrence of bovine tuberculosis breakdowns in Great Britain: Risk factors and prediction”, Preventive Veterinary Medicine, 102(1), pp. 22–29.
Caron, F. et al. (2011) “Particle approximation of the intensity measures of a spatial branching point process arising in multitarget tracking”, SIAM Journal on Control and Optimization, 49(4), pp. 1766–1792.
Nicholson, G. et al. (2011) “A genome-wide metabolic QTL analysis in Europeans implicates two loci shaped by recent positive selection.”, PLoS genetics, 7(9), p. e1002270.
Cox, D. and Donnelly, C. (2011) Principles of Applied Statistics. Cambridge University Press (CUP).
Jasra, A. and Holmes, C. (2011) “Stochastic boosting algorithms”, Statistics and Computing, 21(3), pp. 335–347.
Van Kerkhove, M. et al. (2011) “Risk Factors for Severe Outcomes following 2009 Influenza A (H1N1) Infection: A Global Pooled Analysis”, PLOS Medicine, 8(7), p. e1001053.
Yau, C. and Holmes, C. (2011) “Hierarchical Bayesian nonparametric mixture models for clustering with variable relevance determination”, Bayesian Analysis, 6(2), pp. 329–351.
Caron, F. et al. (2011) “The reality of Neandertal symbolic behavior at the Grotte du Renne, Arcy-sur-Cure, France”, PLoS ONE, 6(6), p. ARTN e21545.