Zhenlong Xu

Assessing the Fairness of Classifiers with Collider Bias.

2020 · arXiv (Cornell University)

The increasing maturity of machine learning technologies and their applications to decisions relate to everyday decision making have brought concerns about the fairness of the decisions. However, current fairness assessment systems often suffer from collider …