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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

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

The epidemiological impact of the NHS COVID-19 app.

Journal article

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

Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections

Conference paper

Camuto A. et al, (2021), Proceedings of Machine Learning Research, 139, 1249 - 1260

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

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