Fairness in Algorithmic Decision Making: An Excursion Through the Lens
of Causality

Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality

27 March 2019

Vasant Honavar

Papers citing "Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality"

5 / 5 papers shown

Title
Counterfactual Fairness by Combining Factual and Counterfactual Predictions Zeyu Zhou Tianci Liu Ruqi Bai Jing Gao Murat Kocaoglu David I. Inouye 78 2 0 03 Sep 2024
Avoiding Discrimination through Causal Reasoning Niki Kilbertus Mateo Rojas-Carulla Giambattista Parascandolo Moritz Hardt Dominik Janzing Bernhard Schölkopf FaML CML 101 579 0 08 Jun 2017
Fairness in Criminal Justice Risk Assessments: The State of the Art R. Berk Hoda Heidari S. Jabbari Michael Kearns Aaron Roth 49 990 0 27 Mar 2017
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 94 1,762 0 19 Sep 2016
Certifying and removing disparate impact Michael Feldman Sorelle A. Friedler John Moeller C. Scheidegger Suresh Venkatasubramanian FaML 153 1,978 0 11 Dec 2014