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
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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
Correction to: Graphing and reporting heterogeneous treatment effects through reference classes.
Journal article
Watson JA. and Holmes CC., (2020), Trials, 21
A cautionary note on the use of unsupervised machine learning algorithms to characterise malaria parasite population structure from genetic distance matrices.
Journal article
Watson JA. et al, (2020), PLoS genetics, 16
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension.
Journal article
Cruz Rivera S. et al, (2020), The Lancet. Digital health, 2, e549 - e560
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension.
Journal article
Liu X. et al, (2020), The Lancet. Digital health, 2, e537 - e548
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension.
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Cruz Rivera S. et al, (2020), Nature medicine, 26, 1351 - 1363
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension.
Journal article
Liu X. et al, (2020), Nature medicine, 26, 1364 - 1374
NRF2 metagene signature is a novel prognostic biomarker in colorectal cancer.
Journal article
O'Cathail SM. et al, (2020), Cancer genetics, 248-249, 1 - 10
Machine learning improves mortality risk prediction after cardiac surgery: Systematic review and meta-analysis.
Journal article
Benedetto U. et al, (2020), The Journal of thoracic and cardiovascular surgery
On the marginal likelihood and cross-validation
Journal article
Fong E. and Holmes CC., (2020), Biometrika, 107, 489 - 496