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Publications

Steyn, N. et al. (2025) “A Primer on Inference and Prediction With Epidemic Renewal Models and Sequential Monte Carlo”, Statistics in Medicine, 44(18-19).
Kamau, E. et al. (2025) “The mathematics of serocatalytic models with applications to public health data”, Statistics in Medicine, 44(15-17).
Mills, C. et al. (2025) “From metric to action: An evaluation framework to translate infectious disease forecasts into policy decisions”, medRxiv.
Farghly, T. et al. (2025) “Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis”, arXiv.
Johnson, E. et al. (2025) “On the necessity of adaptive regularisation: optimal anytime online learning on ℓp-balls.”
Mills, C. et al. (2025) “Renewal equations for mosquito-borne diseases”, Methods in Ecology and Evolution [Preprint].
Liu, X. et al. (2025) “Non-stationary bandit convex optimization: a comprehensive study.”
Whitaker, M. et al. (2025) “How COVID-19 affected academic publishing: a 3-year study of 17 million research papers”, International Journal of Epidemiology, 54(3).
Buna-Marginean, A. and Rebeschini, P. (2025) “Robust gradient descent for phase retrieval”, in Proceedings of the 28th International Conference on Artificial Intelligence and Statistics (AISTATS) 2025. PMLR.
Lehmann, B. et al. (2025) “Methodological opportunities in genomic data analysis to advance health equity”, Nature Reviews Genetics, pp. 1–15.