On the impact of multi-dimensional local differential privacy on fairness
Automated decision systems are increasingly used to make consequential decisions in
people's lives. Due to the sensitivity of the manipulated data and the resulting decisions …
people's lives. Due to the sensitivity of the manipulated data and the resulting decisions …
On the Impact of Multi-dimensional Local Differential Privacy on Fairness
HH Arcolezi, S Zhioua, GB Brahim… - arXiv preprint arXiv …, 2023 - arxiv.org
Automated decision systems are increasingly used to make consequential decisions in
people's lives. Due to the sensitivity of the manipulated data as well as the resulting …
people's lives. Due to the sensitivity of the manipulated data as well as the resulting …
Towards Maintainable and Explainable AI Systems with Dataflow
A Paleyes - 2024 - repository.cam.ac.uk
Abstract Machine learning is enjoying rapid growth both as a thriving academic discipline
and as a technology that has the potential to transform many aspects of our everyday lives …
and as a technology that has the potential to transform many aspects of our everyday lives …