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Martingale posterior distributions

Journal article

Fong E. et al, (2023), Journal of the Royal Statistical Society. Series B: Statistical Methodology, 85, 1357 - 1391

Bayesian Lesion Estimation with a Structured Spike-and-Slab Prior

Journal article

Menacher A. et al, (2023), Journal of the American Statistical Association

Where Medical Statistics Meets Artificial Intelligence.

Journal article

Hunter DJ. and Holmes C., (2023), The New England journal of medicine, 389, 1211 - 1219

Comparison of machine learning techniques in prediction of mortality following cardiac surgery: analysis of over 220 000 patients from a large national database.

Journal article

Sinha S. et al, (2023), European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery, 63

Statistical inference with exchangeability and martingales.

Journal article

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

A Unified Framework for U-Net Design and Analysis

Conference paper

Williams C. et al, (2023), Advances in Neural Information Processing Systems, 36

Differentially Private Statistical Inference through β-Divergence One Posterior Sampling

Conference paper

Jewson J. et al, (2023), Advances in Neural Information Processing Systems, 36

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

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

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