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Publications

Battiston, M. et al. (2018) “A characterization of product-form exchangeable feature probability functions”, Annals of Applied Probability, 28(3), pp. 1423–1448.
Willetts, M. et al. (2018) “Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants”, Scientific Reports, 8.
Glaire, M. et al. (2018) “Tumour-infiltrating CD8 + lymphocytes as a prognostic marker in colorectal cancer: A retrospective, pooled analysis of the QUASAR2 and VICTOR trials.”, Journal of Clinical Oncology. American Society of Clinical Oncology (ASCO).
Elliott, L. et al. (2018) “Modeling population structure under hierarchical Dirichlet processes”, Bayesian Analysis, 14(2), pp. 313–339.
Ren, J. et al. (2018) “Alignment-free sequence analysis and applications”, Annual Review of Biomedical Data Science, 1, pp. 93–114.
Behr, M., Holmes, C. and Munk, A. (2018) “Multiscale blind source separation”, The Annals of Statistics, 46(2), pp. 711–744.
Miscouridou, X., Caron, F. and Teh, Y. (2018) “Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data”, arXiv.
Abdalla, M. et al. (2018) “A general framework for predicting the transcriptomic consequences of non-coding variation”, pp. 279323 – 279323.
Le, T. et al. (2018) “Auto-encoding sequential Monte Carlo”, in Sixth International Conference on Learning Representations (ICLR), Vancouver Canada, 30th April - 3rd May, 2018. OpenReview.
Wegner, A. et al. (2018) “Identifying networks with common organizational principles”, Journal of Complex Networks, 6(6), pp. 887–913.