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Jake Fawkes
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Spectral Density
Causal Knowledge
Open Issues
Invariant Properties
Top Venues
CoRR
ICML
CLeaR
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Publications
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Shahine Bouabid
,
Jake Fawkes
,
Dino Sejdinovic
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge.
CoRR
(2023)
Shahine Bouabid
,
Jake Fawkes
,
Dino Sejdinovic
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge.
ICML
(2023)
Jake Fawkes
,
Robin J. Evans
Results on Counterfactual Invariance.
CoRR
(2023)
Jake Fawkes
,
Robin Evans
,
Dino Sejdinovic
Selection, Ignorability and Challenges With Causal Fairness.
CLeaR
(2022)
Jake Fawkes
,
Robin Evans
,
Dino Sejdinovic
Selection, Ignorability and Challenges With Causal Fairness.
CoRR
(2022)
Jake Fawkes
,
Robert Hu
,
Robin J. Evans
,
Dino Sejdinovic
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects Even Under One Sided Overlap.
CoRR
(2022)