Jake Fawkes

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Health Management

Spectral Density

Causal Knowledge

Invariant Properties

Top Venues

Frontiers Artif. Intell.

Publications

Omri Ben-Dov, Jake Fawkes, Samira Samadi, Amartya Sanyal
The Role of Learning Algorithms in Collective Action. CoRR (2024)
Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects. Trans. Mach. Learn. Res. 2024 (2024)
Robert Grout, Rishab Gupta, Ruby Bryant, Mawada A. Elmahgoub, Yijie Li, Khushbakht Irfanullah, Rahul F. Patel, Jake Fawkes, Catherine Inness
Predicting disease onset from electronic health records for population health management: a scalable and explainable Deep Learning approach. Frontiers Artif. Intell. 6 (2023)
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)