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- surveyJuly 2023
Representation Bias in Data: A Survey on Identification and Resolution Techniques
ACM Computing Surveys (CSUR), Volume 55, Issue 13sArticle No.: 293, Pages 1–39https://doi.org/10.1145/3588433Data-driven algorithms are only as good as the data they work with, while datasets, especially social data, often fail to represent minorities adequately. Representation Bias in data can happen due to various reasons, ranging from historical ...