Visual Analysis of Discrimination in Machine Learning
論文傳送門 作者 香港科技大學 Qianwen Wang Zhenhua Xu Zhutian Chen Yong Wang Huamin Qu 清華大學 Shixia Liu 摘要 在犯罪預測和大學錄取等關鍵應用中，自動決策的使用越來越多，這引發了對機器學習公平性的質疑。我們如何決定不同的待遇是合理的還是歧視性的？在這篇文章中，我們從視覺分析的角度研究了機器學習中的歧視，並提出了一個交互式可視化
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相關文章
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