88 citations · 94 across the 3 of their papers we have counts for
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cs.CR2019
Implementing the Exponential Mechanism with Base-2 Differential Privacy
Christina Ilvento
Despite excellent theoretical support, Differential Privacy (DP) can still be a challenge to implement in practice. In part, this challenge is due to the concerns associated with t…
cs.GT2019★ 3 cited
Multi-Category Fairness in Sponsored Search Auctions
Shuchi Chawla, Christina Ilvento, Meena Jagadeesan
Fairness in advertising is a topic of particular concern motivated by theoretical and empirical observations in both the computer science and economics literature. We examine the p…
cs.LG2019
Metric Learning for Individual Fairness
Christina Ilvento
There has been much discussion recently about how fairness should be measured or enforced in classification. Individual Fairness [Dwork, Hardt, Pitassi, Reingold, Zemel, 2012], whi…