Representation Bias in Data: A Survey on Identification and Resolution Techniques

Nima Shahbazi, Yin Lin, Abolfazl Asudeh +1

Data-driven algorithms are only as good as the data they work with, while data sets, especially social data, often fail to represent minorities adequately. Representation Bias in d…