Zhiyan Yao

Decision Making with Differential Privacy under a Fairness Lens

Many agencies release datasets and statistics about groups of individuals that are used as input to a number of critical decision processes. To conform with privacy and confidentiality requirements, these agencies are often required to release privacy-preserving versions of the data. This paper stud…