Stochastic differentially private and fair learning

A Lowy, D Gupta, M Razaviyayn - Workshop on Algorithmic …, 2023 - proceedings.mlr.press
Abstract Machine learning models are increasingly used in high-stakes decision-making
systems. In such applications, a major concern is that these models sometimes discriminate …
被引用次数：9 相关文章

Stochastic Differentially Private and Fair Learning

A Lowy, D Gupta, M Razaviyayn - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Abstract Machine learning models are increasingly used in high-stakes decision-making
systems. In such applications, a major concern is that these models sometimes discriminate …

Stochastic Differentially Private and Fair Learning

A Lowy, D Gupta, M Razaviyayn - arXiv preprint arXiv:2210.08781, 2022 - arxiv.org
Machine learning models are increasingly used in high-stakes decision-making systems. In
such applications, a major concern is that these models sometimes discriminate against …

Stochastic Differentially Private and Fair Learning

A Lowy, D Gupta - 2023 - par.nsf.gov
Machine learning models are increasingly used in high-stakes decision-making systems. In
such applications, a major concern is that these models sometimes discriminate against …

Stochastic Differentially Private and Fair Learning

A Lowy, D Gupta, M Razaviyayn - The Eleventh International …, 2022 - openreview.net
Machine learning models are increasingly used in high-stakes decision-making systems. In
such applications, a major concern is that these models sometimes discriminate against …

Stochastic Differentially Private and Fair Learning

A Lowy, D Gupta, M Razaviyayn - Workshop on Algorithmic …, 2023 - proceedings.mlr.press
Abstract Machine learning models are increasingly used in high-stakes decision-making
systems. In such applications, a major concern is that these models sometimes discriminate …