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ml:fairness [2021/04/29 18:03] – jmflanigml:fairness [2023/06/15 07:36] (current) – external edit 127.0.0.1
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   * [[https://arxiv.org/pdf/1706.02744.pdf|Kilbertus et al 2017 - Avoiding Discrimination through Causal Reasoning]]   * [[https://arxiv.org/pdf/1706.02744.pdf|Kilbertus et al 2017 - Avoiding Discrimination through Causal Reasoning]]
   * [[https://arxiv.org/pdf/1711.05144.pdf|Kearns et al 2017 - Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness]]   * [[https://arxiv.org/pdf/1711.05144.pdf|Kearns et al 2017 - Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness]]
 +  * [[https://www.microsoft.com/en-us/research/uploads/prod/2020/05/Fairlearn_WhitePaper-2020-09-22.pdf|Bird et al 2020 - Fairlearn: A Toolkit for Assessing and Improving Fairness in AI]]
  
 ===== Classes and Tutorials ===== ===== Classes and Tutorials =====
ml/fairness.1619719424.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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