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University of Oxford, Department of Statistics logo
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Publications

Lee, J. et al. (no date) “Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks.”
Chan, L., Hutchison, G. and Morris, G. (no date) “Bayesian Optimization for Conformer Generation.”
Li, G. et al. (no date) “A spatio-temporal framework for modelling wastewater concentration during the COVID-19 pandemic”, medRxiv.
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].
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].
Chan, L., Morris, G. and Hutchison, G. (no date) “Understanding Conformational Entropy in Small Molecules.”
Mathieu, E. et al. (no date) “Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders.”
Foster, A. et al. (no date) “Variational Bayesian Optimal Experimental Design.”