CITATION.cff

cff-version: 1.2.0
message: "If you use this repository, please cite the accompanying paper. The Law School dataset must be cited separately (see data/README.md)."
title: "Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing"
abstract: "Code and experiments for the paper revisiting the choice of comparator in discrimination testing, using the Law School dataset."
type: software
url: "https://github.com/SantanderAI/mutatis-mutandis"
repository-code: "https://github.com/SantanderAI/mutatis-mutandis"
license: Apache-2.0
authors:
  - family-names: "Álvarez"
    given-names: "José Manuel"
    email: "j.alvarez@gruposantander.com"
    affiliation: "Santander AI Lab"
preferred-citation:
  type: article
  title: "Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing"
  journal: "Computational Intelligence"
  year: 2024
  notes: "Forthcoming. Update volume/issue/pages/DOI once published."
  authors:
    - family-names: "Álvarez"
      given-names: "José Manuel"
  # TODO: add volume/issue/pages/DOI once the paper is published.
references:
  - type: data
    title: "LSAC National Longitudinal Bar Passage Study"
    authors:
      - family-names: "Wightman"
        given-names: "Linda F."
    year: 1998
    publisher:
      name: "Law School Admission Council"
    notes: "Original Law School dataset. Distributed by SEAPHE: http://www.seaphe.org/databases.php"
  - type: article
    title: "Counterfactual Fairness"
    authors:
      - family-names: "Kusner"
        given-names: "Matt J."
      - family-names: "Loftus"
        given-names: "Joshua R."
      - family-names: "Russell"
        given-names: "Chris"
      - family-names: "Silva"
        given-names: "Ricardo"
    year: 2017
    collection-title: "Advances in Neural Information Processing Systems (NeurIPS) 30"
    notes: "Source of the pre-processed (ZFYA) Law School variant used here."