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Publications

Naderiparizi, S. et al. (2022) “Amortized rejection sampling in universal probabilistic programming”, in Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022). Journal of Machine Learning Research, pp. 8392–8412.
Naderiparizi, S. et al. (2022) “Amortized rejection sampling in universal probabilistic programming”, in Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022). Journal of Machine Learning Research, pp. 8392–8412.
Madge, O. et al. (2022) “The COVID-19 pandemic is associated with reduced survival after pancreatic ductal adenocarcinoma diagnosis: A single-centre retrospective analysis”, Journal of Clinical Medicine, 11(9).
Dupont, E., Teh, Y. and Doucet, A. (2022) “Generative models as distributions of functions”, in. Journal of Machine Learning Research, pp. 2989–3015.
Nicholson, G. et al. (2022) “Interoperability of statistical models in pandemic preparedness: principles and reality.”, Statistical Science, 37(2), pp. 183–206.
Nicholson, G. et al. (2022) “Interoperability of statistical models in pandemic preparedness: principles and reality.”, Statistical Science, 37(2), pp. 183–206.
Nicholson, G. et al. (2022) “Interoperability of statistical models in pandemic preparedness: principles and reality.”, Statistical Science, 37(2), pp. 183–206.
Joy, T. et al. (2022) “Learning multimodal VAEs through mutual supervision”, in International Conference on Learning Representations. OpenReview.
He, Y. et al. (2022) “SSSNET: semi-supervised signed network clustering”, in Proceedings of the SIAM International Conference on Data Mining (SDM22). Society for Industrial and Applied Mathematics, pp. 244–252.
Willetts, M. et al. (2022) “Author Correction: Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants.”, Scientific reports, 12(1), p. 6024.