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Publications

Viral genome wide association study identifies novel hepatitis C virus polymorphisms associated with sofosbuvir treatment failure.

Journal article

Smith DA. et al, (2021), Nature communications, 12

The impact of age on genetic risk for common diseases.

Journal article

Jiang X. et al, (2021), PLoS genetics, 17

Oncogenic BRAF, unrestrained by TGFβ-receptor signalling, drives right-sided colonic tumorigenesis.

Journal article

Leach JDG. et al, (2021), Nature communications, 12

The epidemiological impact of the NHS COVID-19 app.

Journal article

Wymant C. et al, (2021), Nature, 594, 408 - 412

Improving VAEs' Robustness to Adversarial Attack

Conference paper

Willetts M. et al, (2021)

Improving statistical power in severe malaria genetic association studies by augmenting phenotypic precision

Journal article

Watson J. et al, (2021)

Modelling the impact of rapid tests, tracing and distancing in lower-income countries suggest optimal policies varies with rural-urban settings

Journal article

Jiang X. et al, (2021)

Towards a theoretical understanding of the robustness of variational autoencoders

Conference paper

Camuto A. et al, (2021)

High trait variability in optimal polygenic prediction strategy within multiple-ancestry cohorts

Journal article

Lehmann BCL. et al, (2021)

Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections

Conference paper

Camuto A. et al, (2021), Proceedings of Machine Learning Research, 139, 1249 - 1260

Conformal Bayesian Computation

Conference paper

Fong E. and Holmes C., (2021), Advances in Neural Information Processing Systems, 22, 18268 - 18279

Deep Generative Missingness Pattern-Set Mixture Models

Conference paper

Ghalebikesabi S. et al, (2021), Proceedings of Machine Learning Research, 130, 3727 - 3735

Foundations of Bayesian Learning from Synthetic Data

Conference paper

Wilde H. et al, (2021), Proceedings of Machine Learning Research, 130, 541 - 549

Learning Bijective Feature Maps for Linear ICA

Conference paper

Camuto A. et al, (2021), Proceedings of Machine Learning Research, 130, 3655 - 3663

Multi-Facet Clustering Variational Autoencoders

Conference paper

Falck F. et al, (2021), Advances in Neural Information Processing Systems, 11, 8676 - 8690

Neural Ensemble Search for Uncertainty Estimation and Dataset Shift

Conference paper

Zaidi S. et al, (2021), Advances in Neural Information Processing Systems, 10, 7898 - 7911

On Locality of Local Explanation Models

Conference paper

Ghalebikesabi S. et al, (2021), Advances in Neural Information Processing Systems, 22, 18395 - 18407

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.

Journal article

Lyons J. et al, (2021), BMJ open, 11

Semi-Unsupervised Learning: Clustering and Classifying using Ultra-Sparse Labels

Conference paper

Willetts M. et al, (2020), Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020, 5286 - 5295

Epidemiological changes on the Isle of Wight after the launch of the NHS Test and Trace programme: a preliminary analysis.

Journal article

Kendall M. et al, (2020), The Lancet. Digital health, 2, e658 - e666

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