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Jake Fawkes
Jake Fawkes
Verified email at stats.ox.ac.uk
Title
Cited by
Cited by
Year
Selection, Ignorability and Challenges With Causal Fairness
J Fawkes, RJ Evans, D Sejdinovic
Conference on Causal Learning and Reasoning 177, 275-289, 2022
132022
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects
J Fawkes, R Hu, RJ Evans, D Sejdinovic
arXiv preprint arXiv:2212.04922, 2022
42022
Results on Counterfactual Invariance
J Fawkes, RJ Evans
ICML 2023 Workshop on Spurious Correlations, Invariance and Stability, 2023
12023
The Role of Learning Algorithms in Collective Action
O Ben-Dov*, J Fawkes*, S Samadi, A Sanyal
International Conference of Machine Learning 2024, 2024
2024
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
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