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Multivariate phenotype analysis enables genome-wide inference of mammalian gene function.

Journal article

Nicholson G. et al, (2022), PLoS biology, 20

Interoperability of statistical models in pandemic preparedness: principles and reality.

Journal article

Nicholson G. et al, (2022), Statistical science : a review journal of the Institute of Mathematical Statistics, 37, 183 - 206

Building an evidence standards framework for artificial intelligence-enabled digital health technologies

Journal article

Unsworth H. et al, (2022), The Lancet Digital Health, 4, e216 - e217

Bayesian imputation of COVID-19 positive test counts for nowcasting under reporting lag

Journal article

Jersakova R. et al, (2022), Journal of the Royal Statistical Society. Series C: Applied Statistics

Improving local prevalence estimates of SARS-CoV-2 infections using a causal debiasing framework.

Journal article

Nicholson G. et al, (2022), Nat Microbiol, 7, 97 - 107

Mitigating Statistical Bias within Differentially Private Synthetic Data

Conference paper

Ghalebikesabi S. et al, (2022), Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022, 696 - 705

The impact of age on genetic risk for common diseases.

Journal article

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

The epidemiological impact of the NHS COVID-19 app.

Journal article

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

Conformal Bayesian Computation

Conference paper

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

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

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