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Publications

Ton, J.-F. et al. (2021) “Noise contrastive meta-learning for conditional density estimation using kernel mean embeddings”, in. Journal of Machine Learning Research, pp. 1099–1107.
Camuto, A. et al. (2021) “Towards a theoretical understanding of the robustness of variational autoencoders”, in. Journal of Machine Learning Research, pp. 3565–3573.
Camuto, A. et al. (2021) “Towards a theoretical understanding of the robustness of variational autoencoders”, in. Journal of Machine Learning Research, pp. 3565–3573.
Camuto, A. et al. (2021) “Learning bijective feature maps for linear ICA”, in Proceedings of the 24th International Conference on Artificial Intelligence and Statistics. PMLR, pp. 3655–3663.
Xu, W. and Reinert, G. (2021) “A Stein goodness-of-test for exponential random graph models”, pp. 415–423.
He, B. et al. (2021) “Effectiveness and resource requirements of test, trace and isolate strategies for COVID in the UK”, Royal Society Open Science, 8(3), p. 201491.
Brauner, J. et al. (2021) “Inferring the effectiveness of government interventions against COVID-19”, Science, 371(6531), p. eabd9338.
Lagou, V. et al. (2021) “Publisher Correction: Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability”, Nature Communications, 12(1), p. 995.
Pardo-Diaz, J. et al. (2021) “Robust gene coexpression networks using signed distance correlation”, Bioinformatics, 14(15), pp. 1982–1989.
Lyons, J. et al. (2021) “Protocol for the development of the Wales Multimorbidity e-Cohort (WMC): data sources and methods to construct a population-based research platform to investigate multimorbidity”, BMJ Open, 11(1).