Removing Disparate Impact on Model Accuracy in Differentially Private Stochastic Gradient Descent

Depeng Xu, Wei Du, Xintao Wu. Removing Disparate Impact on Model Accuracy in Differentially Private Stochastic Gradient Descent. In Feida Zhu 0002, Beng Chin Ooi, Chunyan Miao, editors, KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021. pages 1924-1932, ACM, 2021. [doi]

Abstract

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