Selection, Ignorability and Challenges With Causal Fairness J Fawkes, RJ Evans, D Sejdinovic Conference on Causal Learning and Reasoning 177, 275-289, 2022 | 12 | 2022 |
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects J Fawkes, R Hu, RJ Evans, D Sejdinovic arXiv preprint arXiv:2212.04922, 2022 | 4 | 2022 |
Results on Counterfactual Invariance J Fawkes, RJ Evans ICML 2023 Workshop on Spurious Correlations, Invariance and Stability, 2023 | 1 | 2023 |
Predicting disease onset from electronic health records for population health management: a scalable and explainable Deep Learning approach R Grout, R Gupta, R Bryant, MA Elmahgoub, Y Li, K Irfanullah, RF Patel, ... Frontiers in Artificial Intelligence 6, 1287541, 2024 | | 2024 |
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge S Bouabid*, J Fawkes*, D Sejdinovic International Conference of Machine Learning 202, 2885--2913, 2023 | | 2023 |