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Statistical inference with exchangeability and martingales.

Journal article

Holmes CC. and Walker SG., (2023), Philos Trans A Math Phys Eng Sci, 381

Learning from data with structured missingness

Journal article

Mitra R. et al, (2023), Nature Machine Intelligence, 5, 13 - 23

PWSHAP: A Path-Wise Explanation Model for Targeted Variables

Conference paper

Ter-Minassian L. et al, (2023), Proceedings of Machine Learning Research, 202, 34054 - 34089

Quasi-Bayesian Nonparametric Density Estimation via Autoregressive Predictive Updates

Conference paper

Ghalebikesabi S. et al, (2023), Proceedings of Machine Learning Research, 216, 658 - 668

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

Journal article

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

A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples.

Journal article

Martin NG. et al, (2022), Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2022, 3063 - 3067

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

Mitigating Statistical Bias within Differentially Private Synthetic Data

Conference paper

Ghalebikesabi S. et al, (2022), Proceedings of Machine Learning Research, 180, 685 - 695

Neural Score Matching for High-Dimensional Causal Inference

Conference paper

Clivio O. et al, (2022), Proceedings of Machine Learning Research, 151, 7076 - 7110

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