Jones, Maxwell

A Systematic Study of Bias Amplification

2022 · arXiv (Cornell University)

Recent research suggests that predictions made by machine-learning models can amplify biases present in the training data. When a model amplifies bias, it makes certain predictions at a higher rate for some groups than expected …