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ORCIDJoshua R. Loftus
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- affiliation: London School of Economics, UK
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Journal Articles
- 2024
[j2]Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich:
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. SIGMOD Rec. 53(1): 65-74 (2024)- 2023
- [j1]Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus
, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich:
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. Proc. VLDB Endow. 16(11): 3178-3191 (2023)
Conference and Workshop Papers
- 2023
- [c8]Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich:
Counterfactuals for the Future. AAAI 2023: 14144-14152 - [c7]Sakina Hansen, Joshua R. Loftus:
Model-Agnostic Auditing: A Lost Cause? EWAF 2023 - [c6]Joshua R. Loftus:
It's About Time: Counterfactual Fairness and Temporal Depth. EWAF 2023 - 2021
- [c5]Lucius Bynum, Joshua R. Loftus, Julia Stoyanovich:
Disaggregated Interventions to Reduce Inequality. EAAMO 2021: 2:1-2:13 - [c4]Ke Yang, Joshua R. Loftus, Julia Stoyanovich:
Causal Intersectionality and Fair Ranking. FORC 2021: 7:1-7:20 - 2019
- [c3]Matt J. Kusner, Chris Russell, Joshua R. Loftus, Ricardo Silva:
Making Decisions that Reduce Discriminatory Impacts. ICML 2019: 3591-3600 - 2017
- [c2]Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva:
Counterfactual Fairness. NIPS 2017: 4066-4076 - [c1]Chris Russell, Matt J. Kusner, Joshua R. Loftus, Ricardo Silva:
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness. NIPS 2017: 6414-6423
Informal and Other Publications
- 2024
- [i9]Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich:
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse. CoRR abs/2401.13935 (2024) - [i8]Joshua R. Loftus:
Position: The Causal Revolution Needs Scientific Pragmatism. CoRR abs/2406.02275 (2024) - 2023
- [i7]Joshua R. Loftus, Lucius E. J. Bynum, Sakina Hansen:
Causal Dependence Plots for Interpretable Machine Learning. CoRR abs/2303.04209 (2023) - 2022
- [i6]Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich:
Counterfactuals for the Future. CoRR abs/2212.03974 (2022) - 2021
- [i5]Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich:
Impact Remediation: Optimal Interventions to Reduce Inequality. CoRR abs/2107.00593 (2021) - 2020
- [i4]Ke Yang, Joshua R. Loftus, Julia Stoyanovich:
Causal intersectionality for fair ranking. CoRR abs/2006.08688 (2020) - 2018
- [i3]Joshua R. Loftus, Chris Russell, Matt J. Kusner, Ricardo Silva:
Causal Reasoning for Algorithmic Fairness. CoRR abs/1805.05859 (2018) - [i2]Matt J. Kusner, Chris Russell, Joshua R. Loftus, Ricardo Silva:
Causal Interventions for Fairness. CoRR abs/1806.02380 (2018) - 2017
- [i1]Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva:
Counterfactual Fairness. CoRR abs/1703.06856 (2017)
Coauthor Index
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