Publications

Hutchinson, M. et al. (2021) “LieTransformer: Equivariant Self-Attention for Lie Groups”, in Proceedings of Machine Learning Research, pp. 4533–4543.

Mathieu, E., Foster, A. and Teh, Y. (2021) “On Contrastive Representations of Stochastic Processes”, in Advances in Neural Information Processing Systems, pp. 28823–28835.

Unwin, H. et al. (2021) “More than 5.2 Million Children Affected by Global Surges in COVID-Associated Orphanhood and Caregiver Death: New Evidence for National Responses”, SSRN Electronic Journal.

Mullins, E. et al. (2021) “Tracking the Incidence and Risk Factors for Sars-Cov-2 Infection in North West London by Detection of Antibody in Historical Maternal Booking Serum Samples”, SSRN Electronic Journal.

Hillis, S. et al. (2021) “Under the Radar: Global Minimum Estimates for COVID-19-Associated Orphanhood and Deaths Among Caregivers During 2020”, SSRN Electronic Journal.

Mo, Y. et al. (2021) “Transmission dynamics of SARS-CoV-2 in the hospital setting”, medRxiv.

Fong, E. and Holmes, C. (2021) “Conformal Bayesian Computation”, in Advances in Neural Information Processing Systems, pp. 18268–18279.

Fu, H. et al. (2021) “Database of epidemic trends and control measures during the first wave of COVID-19 in mainland China”, International Journal of Infectious Diseases, 102, pp. 463–471.

Rudner, T. et al. (2021) “On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations”, in Advances in Neural Information Processing Systems, pp. 28376–28389.

Wilde, H. et al. (2021) “Foundations of Bayesian Learning from Synthetic Data”, in Proceedings of Machine Learning Research, pp. 541–549.