106 citations · 491 across the 33 of their papers we have counts for
4 papers · 1 filter
Optimizing error of high-dimensional statistical queries under differential privacy
Ryan McKenna, Gerome Miklau, Michael Hay +1
Differentially private algorithms for answering sets of predicate counting queries on a sensitive database have many applications. Organizations that collect individual-level data,…
Ektelo: A Framework for Defining Differentially-Private Computations
Dan Zhang, Ryan McKenna, Ios Kotsogiannis +4
The adoption of differential privacy is growing but the complexity of designing private, efficient and accurate algorithms is still high. We propose a novel programming framework a…
A Nutritional Label for Rankings
Ke Yang, Julia Stoyanovich, Abolfazl Asudeh +3
Algorithmic decisions often result in scoring and ranking individuals to determine credit worthiness, qualifications for college admissions and employment, and compatibility as dat…
On Obtaining Stable Rankings
Abolfazl Asudeh, H. V. Jagadish, Gerome Miklau +1
Decision making is challenging when there is more than one criterion to consider. In such cases, it is common to assign a goodness score to each item as a weighted sum of its attri…