BriefGPT.xyz
Feb, 2021
方向偏差放大
Directional Bias Amplification
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Angelina Wang, Olga Russakovsky
TL;DR
该篇研究关注机器学习系统中偏见放大的问题,提出了一种新的偏差放大度量方法,并分析了其技术假设和规范意义,对其测量提出了建议。
Abstract
mitigating bias
in
machine learning systems
requires refining our understanding of bias propagation pathways: from societal structures to large-scale data to trained models to impact on society. In this work, we
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