1.5k citations · 2.7k across the 25 of their papers we have counts for
3 papers · 1 filter
Discrimination through Image Selection by Job Advertisers on Facebook
Varun Nagaraj Rao, Aleksandra Korolova
Targeted advertising platforms are widely used by job advertisers to reach potential employees; thus issues of discrimination due to targeting that have surfaced have received wide…
Pushing the Boundaries of Private, Large-Scale Query Answering
Brendan Avent, Aleksandra Korolova
We address the problem of efficiently and effectively answering large numbers of queries on a sensitive dataset while ensuring differential privacy (DP). We separately analyze this…
Fairness in Matching under Uncertainty
Siddartha Devic, David Kempe, Vatsal Sharan +1
The prevalence and importance of algorithmic two-sided marketplaces has drawn attention to the issue of fairness in such settings. Algorithmic decisions are used in assigning stude…