Algorithmic Gender Prediction Is Illegitimate, But Gender Imputation Can Yield Valid Measurements

Evan Dong, Angelina Wang

Machine learning ethics researchers and critical HCI scholars have argued that algorithmically predicting gender is wrong. At the same time, other researchers rely on predicted gen…