Publications

Rao, V. and Teh, Y. (2011) “Gaussian process modulated renewal processes”, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 [Preprint].

Silva, R., Blundell, C. and Teh, Y. (2011) “Mixed cumulative distribution networks”, Journal of Machine Learning Research, 15, pp. 670–678.

Bornn, L. and Caron, F. (2011) “Bayesian clustering in decomposable graphs”, Bayesian Analysis, 6(4), pp. 829–846.

Heid, I. et al. (2011) “Erratum: Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution (Nature Genetics (2010) 42 (949-960))”, Nature Genetics, 43(11), p. 1164.

Caron, F. et al. (2011) “On the Stability and the Approximation of Branching Distribution Flows, with Applications to Nonlinear Multiple Target Filtering”, Stochastic Analysis and Applications, 29(6), pp. 951–997.

Ali, W., Deane, C. and Reinert, G. (2011) “Protein Interaction Networks and Their Statistical Analysis”, in Handbook of Statistical Systems Biology. Wiley, pp. 200–234.

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.

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) “Human metabolic profiles are stably controlled by genetic and environmental variation”, Molecular Systems Biology, 7.