J
Julia Stoyanovich
Researcher at New York University
Publications - 146
Citations - 2758
Julia Stoyanovich is an academic researcher from New York University. The author has contributed to research in topics: Computer science & Ranking. The author has an hindex of 21, co-authored 119 publications receiving 2010 citations. Previous affiliations of Julia Stoyanovich include Max Planck Society & Columbia University.
Papers
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Proceedings ArticleDOI
Measuring Fairness in Ranked Outputs
Ke Yang,Julia Stoyanovich +1 more
TL;DR: A data generation procedure is developed that allows for systematically control the degree of unfairness in the output, and the proposed fairness measures for ranked outputs are applied to several real datasets, and results show potential for improving fairness of ranked outputs while maintaining accuracy.
Journal ArticleDOI
Putting lipstick on pig: enabling database-style workflow provenance
TL;DR: This work presents a novel provenance framework that marries database-style and workflow-style provenance, by using Pig Latin to expose the functionality of modules, thus capturing internal state and fine-grained dependencies.
Patent
Automatically and adaptively determining execution plans for queries with parameter markers
TL;DR: In this article, a method and system for automatically and adaptively determining query execution plans for parametric queries is presented, where a first classifier trained by an initial set of training points is generated.
Proceedings ArticleDOI
Designing Fair Ranking Schemes
TL;DR: In this paper, the authors consider ranking functions that compute the score of each item as a weighted sum of (numeric) attribute values, and then sort items on their score.
Journal ArticleDOI
Efficient network aware search in collaborative tagging sites
TL;DR: This paper investigates efficient top-k processing when the score of an answer is computed as its popularity among members of a seeker's network, and develops algorithms based on maintaining score upper-bounds.