Publications

Wu, F. and Rebeschini, P. (2021) “Implicit Regularization in Matrix Sensing via Mirror Descent”, arXiv.

Nicholson, G. et al. (2021) “Local prevalence of transmissible SARS-CoV-2 infection: an integrative causal model for debiasing fine-scale targeted testing data”, p. 2021.05.17.21256818.

Wu, F. and Rebeschini, P. (2021) “Nearly Minimax-Optimal Rates for Noisy Sparse Phase Retrieval via Early-Stopped Mirror Descent”, arXiv.

Maddison, C. et al. (2021) “Dual space preconditioning for gradient descent”, SIAM Journal on Optimization, 31(1), pp. 991–1016.

Jiang, X. et al. (2021) “Modelling the impact of rapid tests, tracing and distancing in lower-income countries suggest that optimal policies vary with rural-urban settings”, p. 2021.03.17.21253853.

Ton, J.-F. et al. (2021) “Noise contrastive meta-learning for conditional density estimation using kernel mean embeddings”, in. Journal of Machine Learning Research, pp. 1099–1107.

Camuto, A. et al. (2021) “Towards a theoretical understanding of the robustness of variational autoencoders”, in. Journal of Machine Learning Research, pp. 3565–3573.

He, B. et al. (2021) “Effectiveness and resource requirements of test, trace and isolate strategies for COVID in the UK”, Royal Society Open Science, 8(3), p. 201491.

Brauner, J. et al. (2021) “Inferring the effectiveness of government interventions against COVID-19”, Science, 371(6531), p. eabd9338.

Lagou, V. et al. (2021) “Publisher Correction: Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability”, Nature Communications, 12(1), p. 995.