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University of Oxford, Department of Statistics logo
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Publications

Leung, S. et al. (2019) “SuCOS: A pharmacophoric-shape overlap metric for comparing binding modes”, in. American Chemical Society.
Galashov, A. et al. (2019) “Meta-Learning surrogate models for sequential decision making.”
Ayed, F. and Caron, F. (2019) “Nonnegative Bayesian nonparametric factor models with completely random measures for community detection”, arXiv.
Webb, S. et al. (2019) “A statistical approach to assessing neural network robustness”, in Seventh International Conference on Learning Representations (ICLR 2019). International Conferences on Learning Representations.
Webb, S. et al. (2019) “A statistical approach to assessing neural network robustness”, in Seventh International Conference on Learning Representations (ICLR 2019). International Conferences on Learning Representations.
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Chan, L., Hutchison, G. and Morris, G. (2019) “Bayesian Optimization for Conformer Generation”, ChemRxiv [Preprint].
Ayed, F., Lee, J. and Caron, F. (2019) “Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior”, arXiv.
Rainforth, T. et al. (2019) “On nesting Monte Carlo estimators”, in 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm Sweden, 10th - 15th July 2018. Proceedings of Machine Learning Research, pp. 4267–4276.
Elliott, A. et al. (2019) “Anomaly detection in networks with application to financial transaction networks”, JournalName [Preprint].