Causal Context Connects Counterfactual Fairness to Robust Prediction and
Group Fairness

Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness

Neural Information Processing Systems (NeurIPS), 2023

30 October 2023

Jacy Reese Anthis

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Papers citing "Causal Context Connects Counterfactual Fairness to Robust Prediction and Group Fairness"

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Title
Training Feature Attribution for Vision Models Aziz Bacha Thomas George TDI FAtt 260 1 0 10 Oct 2025
Fairness for the People, by the People: Minority Collective Action Omri Ben-Dov Samira Samadi Amartya Sanyal Alexandru Ţifrea 88 1 0 21 Aug 2025
What do Large Language Models Say About Animals? Investigating Risks of Animal Harm in Generated TextConference on Fairness, Accountability and Transparency (FAccT), 2025 Arturs Kanepajs Aditi Basu Sankalpa Ghose Constance Li Akshat Mehta Ronak Mehta Samuel David Tucker-Davis Eric Zhou Bob Fischer Jacy Reese Anthis ELM ALM 369 6 0 03 Mar 2025
Learning Counterfactual Outcomes Under Rank Preservation Peng Wu Haoxuan Li Chunyuan Zheng Yan Zeng Jiawei Chen Yang Liu Ruocheng Guo Jianchao Tan 249 1 0 10 Feb 2025
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data Adam Wang Son Nguyen A. Montillo FedML 208 2 0 31 Dec 2024
Rethinking Fair Representation Learning for Performance-Sensitive TasksInternational Conference on Learning Representations (ICLR), 2024 Charles Jones Fabio De Sousa Ribeiro Mélanie Roschewitz Daniel Coelho De Castro Ben Glocker FaML OOD CML 580 5 0 05 Oct 2024
Counterfactual Fairness by Combining Factual and Counterfactual PredictionsNeural Information Processing Systems (NeurIPS), 2024 Zeyu Zhou Tianci Liu Ruqi Bai Jing Gao Murat Kocaoglu David I. Inouye 265 7 0 03 Sep 2024
Mind the Graph When Balancing Data for Fairness or Robustness Jessica Schrouff Alexis Bellot Amal Rannen-Triki Alan Malek Isabela Albuquerque Arthur Gretton Alexander DÁmour Silvia Chiappa OOD CML 233 5 0 25 Jun 2024
The Impossibility of Fair LLMs Jacy Reese Anthis Kristian Lum Michael Ekstrand Avi Feller Alexander D’Amour FaML 370 24 0 28 May 2024
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation Kristian Lum Jacy Reese Anthis Chirag Nagpal Alex DÁmour Alexander D’Amour 395 28 0 20 Feb 2024