the point of the article is that algorithm design choices affect results on the long-tail of the dataset. Well, what is in the long-tail of the dataset is data

the point of the article is that algorithm design choices affect results on the long-tail of the dataset. Well, what is in the long-tail of the dataset is data bias. So, are we going to try to introduce algorithm bias to correct for the data bias?