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Robin J. Evans

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2020 – today

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2024
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Robert Hu, Dino Sejdinovic, Robin J. Evans:
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment. J. Mach. Learn. Res. 25: 160:1-160:56 (2024)
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Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic:
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects. Trans. Mach. Learn. Res. 2024 (2024)
2023
[c7]
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Lucile Ter-Minassian, Oscar Clivio, Karla DiazOrdaz, Robin J. Evans, Christopher C. Holmes:
PWSHAP: A Path-Wise Explanation Model for Targeted Variables. ICML 2023: 34054-34089
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Lucile Ter-Minassian, Oscar Clivio, Karla Diaz-Ordaz, Robin J. Evans, Chris C. Holmes:
PWSHAP: A Path-Wise Explanation Model for Targeted Variables. CoRR abs/2306.14672 (2023)
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Jake Fawkes, Robin J. Evans:
Results on Counterfactual Invariance. CoRR abs/2307.08519 (2023)
2022
[c6]
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Jake Fawkes, Robin J. Evans, Dino Sejdinovic:
Selection, Ignorability and Challenges With Causal Fairness. CLeaR 2022: 275-289
[i2]
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Jake Fawkes, Robin J. Evans, Dino Sejdinovic:
Selection, Ignorability and Challenges With Causal Fairness. CoRR abs/2202.13774 (2022)
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  - journals/corr/abs-2212-04922
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Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic:
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects Even Under One Sided Overlap. CoRR abs/2212.04922 (2022)
2021
[c5]
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Robin J. Evans:
Dependency in DAG models with hidden variables. UAI 2021: 813-822

2010 – 2019

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2016
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Ricardo Silva, Robin J. Evans:
Causal Inference through a Witness Protection Program. J. Mach. Learn. Res. 17: 56:1-56:53 (2016)
2015
[c4]
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Robin J. Evans, Vanessa Didelez:
Recovering from Selection Bias using Marginal Structure in Discrete Models. ACI@UAI 2015: 46-55
2014
[c3]
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Ricardo Silva, Robin J. Evans:
Causal Inference through a Witness Protection Program. NIPS 2014: 298-306

2000 – 2009

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2000
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Sun-Mog Hong, Robin J. Evans, Han-Seop Shin:
Control of waveforms and detection thresholds for optimal target tracking in clutter. CDC 2000: 3906-3907

1990 – 1999

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1996
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  - conf/isspa/TonissenE96
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Shane Michael Tonissen, Robin J. Evans:
Techniques for Low Snr Target Detection and Tracking. ISSPA 1996: 21-24

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