Achieving differential privacy and fairness in logistic regression

D Xu, S Yuan, X Wu - Companion proceedings of The 2019 world wide …, 2019 - dl.acm.org
Machine learning algorithms are used to make decisions in various applications. These
algorithms rely on large amounts of sensitive individual information to work properly. Hence …

[PDF][PDF] Achieving Differential Privacy and Fairness in Logistic Regression

D Xu, S Yuan, X Wu - Companion of The 2019 World Wide Web …, 2019 - par.nsf.gov
Nowadays, machine learning algorithms are being widely used to automatically make
decisions, such as loan application and student admission, based on our individual …

[PDF][PDF] Achieving Differential Privacy and Fairness in Logistic Regression

D Xu, S Yuan, X Wu - 2019 - yuan.shuhan.org
Nowadays, machine learning algorithms are being widely used to automatically make
decisions, such as loan application and student admission, based on our individual …