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Coverage-based Data-centric Approaches for Responsible and Trustworthy AI.

, , and . IEEE Data Eng. Bull., 47 (1): 3-17 (2024)

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A Survey on Techniques for Identifying and Resolving Representation Bias in Data., , , and . CoRR, (2022)FairRover: explorative model building for fair and responsible machine learning., , , and . DEEM@SIGMOD, page 5:1-5:10. ACM, (2021)Futility of a Right to Explanation., and . EDBT/ICDT Workshops, volume 2578 of CEUR Workshop Proceedings, CEUR-WS.org, (2020)PopSim: An Individual-level Population Simulator for Equitable Allocation of City Resources., , and . CoRR, (2023)A Fair and Memory/Time-efficient Hashmap., , and . CoRR, (2023)Representation Bias in Data: A Survey on Identification and Resolution Techniques., , , and . ACM Comput. Surv., 55 (13s): 293:1-293:39 (2023)Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach., , and . EDBT, page 47-60. OpenProceedings.org, (2024)Accelerating 3-D capacitance extraction in deep sub-micron VLSI design using vector/parallel computing., and . ICPADS, page 1-8. IEEE Computer Society, (2007)Memory Efficient Frequent Itemset Mining., , and . MLDM (2), volume 10935 of Lecture Notes in Computer Science, page 16-27. Springer, (2018)Upper Bound on the Size of FP-Tree., and . ADBIS, volume 12245 of Lecture Notes in Computer Science, page 23-33. Springer, (2020)