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Debiaser for Multiple Variables to enhance fairness in classification tasks

  • Published:2023-03 Issue:2 Volume:60 Page:103226
  • ISSN:0306-4573
  • Container-title:Information Processing & Management
  • language:en
  • Short-container-title:Information Processing & Management

Author:

d’Aloisio GiordanoORCID,D’Angelo AndreaORCID,Di Marco AntiniscaORCID,Stilo GiovanniORCID

Publisher

Elsevier BV

Subject

Library and Information Sciences,Management Science and Operations Research,Computer Science Applications,Media Technology,Information Systems

Reference60 articles.

1. A reductions approach to fair classification;Agarwal,2018

2. AI fairness 360 - Resources,2018

3. A unifying and general account of fairness measurement in recommender systems;Amigó;Information Processing & Management,2023

4. Machine bias;Angwin;ProPublica,2016

5. Will I pass the bar exam: Predicting student success using LSAT scores and law school performance;Austin;Hofstra Law Review,2016

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