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University of Oxford, Department of Statistics logo
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Publications

Kosiorek, A. et al. (no date) “Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects”, in.
Lee, J. et al. (no date) “Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks.”
Ley, C., Reinert, G. and Swan, Y. (no date) “Distances between nested densities and a measure of the impact of the prior in Bayesian statistics”, Annals of Applied Probability  [Preprint].
Vollmer, S. et al. (no date) “Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness.”
Li, G. et al. (no date) “A spatio-temporal framework for modelling wastewater concentration during the COVID-19 pandemic”, medRxiv.
Reinert, G. and Yang, C. (no date) “A Bound on the Rate of Convergence in the Central Limit Theorem for Renewal Processes under Second Moment Conditions.”
Rao, D. et al. (no date) “Continual Unsupervised Representation Learning.”
Teh, Y., Elliott, L. and Blundell, C. (no date) “Bayesian Nonparametric Modelling of Genetic Variations using Fragmentation-Coagulation”, Journal of Machine Learning Research [Preprint].