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Auditing Fairness under Unobserved Confounding

Auditing Fairness under Unobserved Confounding

18 March 2024
Yewon Byun
Dylan Sam
Michael Oberst
Zachary Chase Lipton
Bryan Wilder
ArXivPDFHTML

Papers citing "Auditing Fairness under Unobserved Confounding"

2 / 2 papers shown
Title
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models
Ruta Binkyte
Ivaxi Sheth
Zhijing Jin
Mohammad Havaei
Bernhard Schölkopf
Mario Fritz
84
0
0
28 Feb 2025
Causal Conceptions of Fairness and their Consequences
Causal Conceptions of Fairness and their Consequences
H. Nilforoshan
Johann D. Gaebler
Ravi Shroff
Sharad Goel
FaML
126
45
0
12 Jul 2022
1