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08/30/2022
RAGUEL: Recourse-Aware Group Unfairness Elimination
While machine learning and ranking-based systems are in widespread use f...
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05/18/2022
GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy
Synthetic data generation is a fundamental task for many data management...
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10/19/2021
Collective Shortest Paths for Minimizing Congestion on Temporal Load-Aware Road Networks
Shortest path queries over graphs are usually considered as isolated tas...
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08/04/2021
Privacy-Preserving Synthetic Location Data in the Real World
Sharing sensitive data is vital in enabling many modern data analysis an...
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08/04/2021