Fairness in Deep Learning: A Computational Perspective

23 Aug 2019Mengnan DuFan YangNa ZouXia Hu

Deep learning is increasingly being used in high-stake decision making applications that affect individual lives. However, deep learning models might exhibit algorithmic discrimination behaviors with respect to protected groups, potentially posing negative impacts on individuals and society... (read more)

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