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07/21/2023
A Fair and Memory/Time-efficient Hashmap
There is a large amount of work constructing hashmaps to minimize the nu...
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07/06/2023
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching
Entity matching (EM) is a challenging problem studied by different commu...
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06/24/2023
Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach
Existing machine learning models have proven to fail when it comes to th...
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04/25/2023
PopSim: An Individual-level Population Simulator for Equitable Allocation of City Resources
Historical systematic exclusionary tactics based on race have forced peo...
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04/16/2022
Data-Centric Distrust Quantification for Responsible AI: When Data-driven Outcomes Are Not Reliable
At the same time that AI and machine learning are becoming central to hu...
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03/22/2022