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Rosenblatt, Lucas, Herman, Bernease, Holovenko, Anastasia, Lee, Wonkwon, Loftus, Joshua ORCID: 0000-0002-2905-1632, McKinnie, Elizabeth, Rumezhak, Taras, Stadnik, Andrii, Howe, Bill and Stoyanovich, Julia (2023) Epistemic parity: reproducibility as an evaluation metric for differential privacy. Proceedings of the VLDB Endowment, 16 (11). 3178 – 3191. ISSN 2150-8097
Bynum, Lucius E.J., Loftus, Joshua R. ORCID: 0000-0002-2905-1632 and Stoyanovich, Julia (2024) A new paradigm for counterfactual reasoning in fairness and recourse. In: Larson, Kate, (ed.) Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, pp. 7092-7100. ISBN 9781956792041
Bynum, Lucius E.J., Loftus, Joshua R. ORCID: 0000-0002-2905-1632 and Stoyanovich, Julia (2023) Counterfactuals for the future. In: Williams, Brian, Chen, Yiling and Neville, Jennifer, (eds.) AAAI-23 Special Tracks. Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 (12). AAAI Press, pp. 14144-14152. ISBN 9781577358800
Bynum, Lucius, Loftus, Joshua ORCID: 0000-0002-2905-1632 and Stoyanovich, Julia (2021) Disaggregated interventions to reduce inequality. In: Proceedings of 2021 ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, EAAMO 2021. ACM International Conference Proceeding Series. Association for Computing Machinery, New York, NY. ISBN 9781450385534
Yang, Ke, Loftus, Joshua R. ORCID: 0000-0002-2905-1632 and Stoyanovich, Julia (2021) Causal intersectionality and fair ranking. In: Ligett, Katrina and Gupta, Swati, (eds.) 2nd Symposium on Foundations of Responsible Computing, FORC 2021. Leibniz International Proceedings in Informatics, LIPIcs. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Virtual, Online. ISBN 9783959771870