Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study

Po-Ming Law, Sana Malik, Fan Du +1

Machine learning models often make predictions that bias against certain subgroups of input data. When undetected, machine learning biases can constitute significant financial and…