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12/30/2022
Detection of Groups with Biased Representation in Ranking
Real-life tools for decision-making in many critical domains are based o...
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10/06/2022
On Explaining Confounding Bias
When analyzing large datasets, analysts are often interested in the expl...
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02/27/2021
On Optimizing the Trade-off between Privacy and Utility in Data Provenance
Organizations that collect and analyze data may wish or be mandated by r...
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10/30/2020
Patterns Count-Based Labels for Datasets
Counts of attribute-value combinations are central to the profiling of a...
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08/20/2020
Towards Inferring Queries from Simple and Partial Provenance Examples
The field of query-by-example aims at inferring queries from output exam...
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07/10/2020
Equivalence-Invariant Algebraic Provenance for Hyperplane Update Queries
The algebraic approach for provenance tracking, originating in the semir...
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07/10/2020
Hypothetical Reasoning via Provenance Abstraction
Data analytics often involves hypothetical reasoning: repeatedly modifyi...
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07/10/2020