An empirical analysis of fairness notions under differential privacy

AS de Oliveira, C Kaplan, K Mallat… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent works have shown that selecting an optimal model architecture suited to the
differential privacy setting is necessary to achieve the best possible utility for a given privacy …

An Empirical Analysis of Fairness Notions under Differential Privacy

AS de Oliveira, C Kaplan, K Mallat… - PPAI 2023-Fourth AAAI …, 2023 - hal.science
Recent works have shown that selecting an optimal model architecture suited to the
differential privacy setting is necessary to achieve the best possible utility for a given privacy …

An Empirical Analysis of Fairness Notions under Differential Privacy

AS de Oliveira, C Kaplan, K Mallat… - The Fourth AAAI …, 2023 - inria.hal.science
Recent works have shown that selecting an optimal model architecture suited to the
differential privacy setting is necessary to achieve the best possible utility for a given privacy …