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基于搜索的自动修复,以确保决策软件的公平性和准确性

Max Hort1, Jie M Zhang2, Federica Sarro3

  • 1Simula Research Laboratory, Oslo, Norway.

Empirical software engineering
|January 8, 2024
PubMed
概括

本研究引入了一种新的基于搜索的方法来解决机器学习 (ML) 软件中的公平问题. 它同时提高了公平性和准确性,与降低准确性的旧方法不同.

关键词:
减轻偏见的偏见分类 分类 分类 分类.多目标优化多目标优化软件的公平性 软件的公平性

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