差別的でないアルゴリズムの限界

Fundamental Limits in the Search for Less Discriminatory Algorithms — and How to Avoid Them

Authors: Benjamin Laufer, Manisch Raghavan, Solon Barocas | Published: 2024-12-24
バイアス
差別的でないアルゴリズムの限界

Fairness Under Feature Exemptions: Counterfactual and Observational Measures

Authors: Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover | Published: 2020-06-14 | Updated: 2021-08-06
差別的でないアルゴリズムの限界
特徴の相互依存性
観察的公平性の測定