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Jun, 2022
适合工作的工具:机器学习中的开源审计工具
The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning
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Cherie M Poland
TL;DR
本文强调了在机器学习中使用公平性、责任性、透明度和伦理(FATE)工具的紧迫性,并提供了使用开源工具的动机。
Abstract
In recent years, discussions about
fairness
in
machine learning
, AI ethics and algorithm audits have increased. Many entities have developed framework guidance to establish a baseline rubric for
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