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Debiasing Counterfactuals in the Presence of Spurious Correlations

Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel. Debiasing Counterfactuals in the Presence of Spurious Correlations. In Stefan Wesarg, Esther Puyol-Antón, John S. H. Baxter, Marius Erdt, Klaus Drechsler, Cristina Oyarzun Laura, Moti Freiman, Yufei Chen, Islem Rekik, Roy Eagleson, Aasa Feragen, Andrew P. King, Veronika Cheplygina, Melani Ganz-Benjaminsen, Enzo Ferrante, Ben Glocker, Daniel Moyer, Eike Petersen, editors, Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging - 12th International Workshop, CLIP 2023 1st International Workshop, FAIMI 2023 and 2nd International Workshop, EPIMI 2023 Vancouver, BC, Canada, October 8 and October 12, 2023 Proceedings. Volume 14242 of Lecture Notes in Computer Science, pages 276-286, Springer, 2023. [doi]

Authors

Amar Kumar

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Nima Fathi

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Raghav Mehta

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Brennan Nichyporuk

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Jean-Pierre R. Falet

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Sotirios A. Tsaftaris

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Tal Arbel

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