Auditing fairness under unawareness through counterfactual reasoning

Auditing fairness under unawareness through counterfactual reasoning

Information Processing & Management - -2023

Authors

Cornacchia Giandomenico, Anelli Vito Walter, Biancofiore Giovanni Maria, Narducci Fedelucio, Ragone Azzurra, Pomo Claudio, Di Sciascio Eugenio

Download: 1-s2.0-S0306457322003259-main.pdf

DOI

https://doi.org/10.1016/j.ipm.2022.103224

BibTex references

@Article{CABNRPD23,
  author       = "Cornacchia, Giandomenico and Anelli, Vito Walter and Biancofiore, Giovanni Maria and Narducci, Fedelucio and Ragone, Azzurra and Pomo, Claudio and Di Sciascio, Eugenio",
  title        = "Auditing fairness under unawareness through counterfactual reasoning",
  journal      = "Information Processing \& Management",
  number       = "2",
  volume       = "60",
  year         = "2023",
  keywords     = "Fairness; Discrimination; Counterfactual reasoning; Proxy features;  ",
  url          = "http://sisinflab.poliba.it/Publications/2023/CABNRPD23"

}