Publications

Syed, S. et al. (2021) “Non-reversible parallel tempering: a scalable highly parallel MCMC scheme”, Journal of the Royal Statistical Society: Series B, 84(2), pp. 321–350.

Soares, I. et al. (2021) “Deep metric learning improves lab of origin prediction of genetically engineered plasmids”, arXiv.

Farghly, T. and Rebeschini, P. (2021) “Time-independent Generalization Bounds for SGLD in Non-convex Settings”, arXiv.

Mallon, A.-M. et al. (2021) “Advancing data science in drug development through an innovative computational framework for data sharing and statistical analysis”, BMC Medical Research Methodology, 21(1).

Padellini, T. et al. (2021) “Time varying association between deprivation, ethnicity and SARS-CoV-2 infections in England: a space-time study.”, medRxiv [Preprint].

Oravkin, E. and Rebeschini, P. (2021) “On Optimal Interpolation In Linear Regression”, arXiv.

Crook, O. et al. (2021) “Analysis of the first Genetic Engineering Attribution Challenge”, arXiv.

Mulvey, C. et al. (2021) “Spatiotemporal proteomic profiling of the pro-inflammatory response to lipopolysaccharide in the THP-1 human leukaemia cell line”, Nature Communications, 12(1), p. 5773.

Di Benedetto, G., Caron, F. and Teh, Y. (2021) “Non-exchangeable random partition models for microclustering”, Annals of Statistics, 49(4), pp. 1931–1957.

Di Benedetto, G., Caron, F. and Teh, Y. (2021) “Non-exchangeable random partition models for microclustering”, Annals of Statistics, 49(4), pp. 1931–1957.