Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy

S Xie, Y Wu, J Li, M Ding, KB Letaief - arXiv preprint arXiv:2402.10473, 2024 - arxiv.org
As machine learning (ML) becomes more prevalent in human-centric applications, there is a
growing emphasis on algorithmic fairness and privacy protection. While previous research …
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Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy

S Xie, Y Wu, J Li, M Ding, KB Letaief - arXiv e-prints, 2024 - ui.adsabs.harvard.edu
As machine learning (ML) becomes more prevalent in human-centric applications, there is a
growing emphasis on algorithmic fairness and privacy protection. While previous research …