论文信息 - Building Fair Predictive Models - 字舞流文

Building Fair Predictive Models

Lin Liu | Jiuyong Li | Thuc Duy Le | Feiyue Ye | Jixue Liu | Hong-Cheu Liu | Ping Xiong | Jiuyong Li | T. Le | Lin Liu | Jixue Liu | Hong-Cheu Liu | Feiyue Ye | Ping Xiong

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[2] Krishna P. Gummadi,et al. A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &Group Unfairness via Inequality Indices , 2018, KDD.

[3] Suresh Venkatasubramanian,et al. A comparative study of fairness-enhancing interventions in machine learning , 2018, FAT.

[4] Nathan Srebro,et al. Equality of Opportunity in Supervised Learning , 2016, NIPS.

[5] Toon Calders,et al. Three naive Bayes approaches for discrimination-free classification , 2010, Data Mining and Knowledge Discovery.