Where does bias come from?

updated: 2023-01-09

#ai-bias

More than 45% of ImageNet, a dataset used to train image DL, comes from the United States, comparsing 4% of the world's population
Machine learning for medicine can be biased. A DL that is trained on 129,450 images to find skin cancer failed to work for black-skin people due to the skewness of the dark-skin people
Wikipedia, a diverse and rich crowd data sources, has bibliographies, of which 18 % of are on women