Publications
Yang, L. and Evans, R. (2025) “Outcome-Informed Weighting for Robust ATE Estimation.”
Lin, X. et al. (2025) “Exact Simulation of Longitudinal Data from Marginal Structural Models.”
Caron, F. et al. (2025) “Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning”, Transactions on Machine Learning Research [Preprint].
Clerico, E., Flynn, H. and Rebeschini, P. (2025) “Uniform mean estimation for monotonic processes”, arXiv.
Manela, D., Battaglia, L. and Evans, R. (2025) “Marginal causal flows for validation and inference”, in. Neural Information Processing Systems Foundation.